Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002979

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002974

distance 0.126

#2 · Parbhanicell 4890003352

distance 0.141

#3 · Parbhanicell 4890002891

distance 0.143

#4 · Chhatrapati Sambhajinagarcell 4690000179

distance 0.165 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000308

distance 0.177 · cross-district

#6 · Parbhanicell 4890003138

distance 0.179

#7 · Beedcell 4700000964

distance 0.183 · cross-district

#8 · Parbhanicell 4890002237

distance 0.184

#9 · Chhatrapati Sambhajinagarcell 4690000217

distance 0.185 · cross-district

#10 · Solapurcell 4960012576

distance 0.191 · cross-district

#11 · Washimcell 4990001281

distance 0.2 · cross-district

#12 · Beedcell 4700005324

distance 0.205 · cross-district

#13 · Jalnacell 4790001809

distance 0.21 · cross-district

#14 · Beedcell 4700007643

distance 0.211 · cross-district

#15 · Jalgaoncell 4780000423

distance 0.212 · cross-district

#16 · Parbhanicell 4890002972

distance 0.212

#17 · Chhatrapati Sambhajinagarcell 4690004155

distance 0.213 · cross-district

#18 · Hingolicell 4770000391

distance 0.214 · 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":4890002979}}}'

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.