Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004407

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003674

distance 0.119

#2 · Chandrapurcell 4730004502

distance 0.148

#3 · Chandrapurcell 4730004219

distance 0.171

#4 · Chandrapurcell 4730003295

distance 0.173

#5 · Chandrapurcell 4730004312

distance 0.173

#6 · Gadchirolicell 4750008102

distance 0.177 · cross-district

#7 · Gadchirolicell 4750007821

distance 0.199 · cross-district

#8 · Chandrapurcell 4730003441

distance 0.208

#9 · Jalgaoncell 4780003820

distance 0.211 · cross-district

#10 · Chandrapurcell 4730005268

distance 0.22

#11 · Chandrapurcell 4730003941

distance 0.231

#12 · Chandrapurcell 4730003509

distance 0.244

#13 · Yavatmalcell 5000009714

distance 0.246 · cross-district

#14 · Jalgaoncell 4780007113

distance 0.248 · cross-district

#15 · Chandrapurcell 4730000043

distance 0.252

#16 · Nagpurcell 4840002573

distance 0.255 · cross-district

#17 · Yavatmalcell 5000009824

distance 0.26 · cross-district

#18 · Chandrapurcell 4730005366

distance 0.261

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":4730004407}}}'

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.