Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005360

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005779

distance 0.135

#2 · Chandrapurcell 4730006464

distance 0.156

#3 · Bhandaracell 4710001250

distance 0.167 · cross-district

#4 · Chandrapurcell 4730006466

distance 0.17

#5 · Chandrapurcell 4730005565

distance 0.173

#6 · Bhandaracell 4710001246

distance 0.181 · cross-district

#7 · Chandrapurcell 4730004493

distance 0.185

#8 · Chandrapurcell 4730005263

distance 0.189

#9 · Chandrapurcell 4730005570

distance 0.19

#10 · Bhandaracell 4710001204

distance 0.197 · cross-district

#11 · Gadchirolicell 4750009368

distance 0.199 · cross-district

#12 · Bhandaracell 4710000690

distance 0.202 · cross-district

#13 · Bhandaracell 4710000645

distance 0.204 · cross-district

#14 · Bhandaracell 4710000524

distance 0.208 · cross-district

#15 · Chandrapurcell 4730007581

distance 0.209

#16 · Chandrapurcell 4730004788

distance 0.21

#17 · Chandrapurcell 4730007989

distance 0.212

#18 · Bhandaracell 4710000810

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":473,"cluster_id":4730005360}}}'

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.