Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002143

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690001952

distance 0.149 · cross-district

#2 · Beedcell 4700000182

distance 0.188 · cross-district

#3 · Jalnacell 4790000159

distance 0.189 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001754

distance 0.193 · cross-district

#5 · Ahmednagarcell 4660001291

distance 0.196 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000425

distance 0.197 · cross-district

#7 · Dharashivcell 4880004529

distance 0.201 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000122

distance 0.202 · cross-district

#9 · Solapurcell 4960012185

distance 0.205 · cross-district

#10 · Sanglicell 4930002077

distance 0.206 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002041

distance 0.207 · cross-district

#12 · Solapurcell 4960007213

distance 0.209 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690004060

distance 0.209 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001780

distance 0.211 · cross-district

#15 · Solapurcell 4960012142

distance 0.213 · cross-district

#16 · Solapurcell 4960003979

distance 0.214 · cross-district

#17 · Ahmednagarcell 4660010268

distance 0.214 · cross-district

#18 · Ahmednagarcell 4660009787

distance 0.215 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890002143}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.