Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004018

The MH-36 locality cells most similar to this Dharashiv 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011949

distance 0.164 · cross-district

#2 · Solapurcell 4960010336

distance 0.167 · cross-district

#3 · Solapurcell 4960006058

distance 0.177 · cross-district

#4 · Solapurcell 4960010736

distance 0.183 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001876

distance 0.195 · cross-district

#6 · Buldhanacell 4720004878

distance 0.197 · cross-district

#7 · Parbhanicell 4890004488

distance 0.205 · cross-district

#8 · Beedcell 4700000937

distance 0.208 · cross-district

#9 · Dharashivcell 4880002190

distance 0.213

#10 · Dharashivcell 4880006021

distance 0.227

#11 · Ahmednagarcell 4660003251

distance 0.233 · cross-district

#12 · Dharashivcell 4880005664

distance 0.236

#13 · Parbhanicell 4890004440

distance 0.237 · cross-district

#14 · Dharashivcell 4880006017

distance 0.24

#15 · Chhatrapati Sambhajinagarcell 4690000787

distance 0.243 · cross-district

#16 · Dharashivcell 4880006016

distance 0.244

#17 · Ahmednagarcell 4660012690

distance 0.247 · cross-district

#18 · Hingolicell 4770002473

distance 0.248 · 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":488,"cluster_id":4880004018}}}'

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.