Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002190

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000864

distance 0.144 · cross-district

#2 · Beedcell 4700000937

distance 0.18 · cross-district

#3 · Laturcell 4810001069

distance 0.182 · cross-district

#4 · Beedcell 4700007443

distance 0.196 · cross-district

#5 · Solapurcell 4960010336

distance 0.198 · cross-district

#6 · Dharashivcell 4880006017

distance 0.201

#7 · Buldhanacell 4720002809

distance 0.202 · cross-district

#8 · Jalnacell 4790001728

distance 0.205 · cross-district

#9 · Solapurcell 4960006058

distance 0.206 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000787

distance 0.207 · cross-district

#11 · Jalnacell 4790000967

distance 0.207 · cross-district

#12 · Dharashivcell 4880004018

distance 0.213

#13 · Ahmednagarcell 4660012690

distance 0.216 · cross-district

#14 · Dharashivcell 4880005664

distance 0.22

#15 · Ahmednagarcell 4660012548

distance 0.224 · cross-district

#16 · Dharashivcell 4880006016

distance 0.228

#17 · Buldhanacell 4720002138

distance 0.229 · cross-district

#18 · Laturcell 4810001807

distance 0.239 · 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":4880002190}}}'

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.