Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000657

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006008

distance 0.174 · cross-district

#2 · Solapurcell 4960004936

distance 0.179 · cross-district

#3 · Beedcell 4700007535

distance 0.186 · cross-district

#4 · Beedcell 4700000796

distance 0.189 · cross-district

#5 · Nandedcell 4850000138

distance 0.192 · cross-district

#6 · Dharashivcell 4880000944

distance 0.194

#7 · Beedcell 4700001286

distance 0.195 · cross-district

#8 · Jalnacell 4790001255

distance 0.196 · cross-district

#9 · Dharashivcell 4880000938

distance 0.196

#10 · Dharashivcell 4880000499

distance 0.197

#11 · Dharashivcell 4880000433

distance 0.198

#12 · Dharashivcell 4880006297

distance 0.2

#13 · Buldhanacell 4720000528

distance 0.202 · cross-district

#14 · Beedcell 4700007065

distance 0.205 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000731

distance 0.207 · cross-district

#16 · Buldhanacell 4720001597

distance 0.212 · cross-district

#17 · Nandedcell 4850001566

distance 0.215 · cross-district

#18 · Buldhanacell 4720000100

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":488,"cluster_id":4880000657}}}'

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.