Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002931

The MH-36 locality cells most similar to this Chandrapur 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

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750005698

distance 0.215 · cross-district

#2 · Solapurcell 4960008325

distance 0.231 · cross-district

#3 · Akolacell 4670000341

distance 0.233 · cross-district

#4 · Chandrapurcell 4730001987

distance 0.235

#5 · Gadchirolicell 4750005875

distance 0.235 · cross-district

#6 · Solapurcell 4960008321

distance 0.238 · cross-district

#7 · Ahmednagarcell 4660001848

distance 0.24 · cross-district

#8 · Yavatmalcell 5000003959

distance 0.247 · cross-district

#9 · Solapurcell 4960009607

distance 0.248 · cross-district

#10 · Solapurcell 4960007842

distance 0.249 · cross-district

#11 · Solapurcell 4960009121

distance 0.249 · cross-district

#12 · Ahmednagarcell 4660001945

distance 0.25 · cross-district

#13 · Ahmednagarcell 4660001631

distance 0.25 · cross-district

#14 · Ahmednagarcell 4660001844

distance 0.25 · cross-district

#15 · Chandrapurcell 4730003796

distance 0.251

#16 · Gadchirolicell 4750006760

distance 0.251 · cross-district

#17 · Jalgaoncell 4780005522

distance 0.251 · cross-district

#18 · Chandrapurcell 4730003710

distance 0.252

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":473,"cluster_id":4730002931}}}'

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.