Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004985

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004708

distance 0.161

#2 · Chandrapurcell 4730004800

distance 0.164

#3 · Yavatmalcell 5000003374

distance 0.198 · cross-district

#4 · Chandrapurcell 4730005081

distance 0.2

#5 · Wardhacell 4980000189

distance 0.203 · cross-district

#6 · Yavatmalcell 5000003034

distance 0.207 · cross-district

#7 · Yavatmalcell 5000011013

distance 0.207 · cross-district

#8 · Chandrapurcell 4730008143

distance 0.21

#9 · Yavatmalcell 5000007428

distance 0.216 · cross-district

#10 · Wardhacell 4980002720

distance 0.221 · cross-district

#11 · Parbhanicell 4890001409

distance 0.221 · cross-district

#12 · Nagpurcell 4840000440

distance 0.222 · cross-district

#13 · Yavatmalcell 5000007312

distance 0.222 · cross-district

#14 · Yavatmalcell 5000004008

distance 0.223 · cross-district

#15 · Wardhacell 4980000275

distance 0.223 · cross-district

#16 · Yavatmalcell 5000009026

distance 0.224 · cross-district

#17 · Nagpurcell 4840005573

distance 0.224 · cross-district

#18 · Chandrapurcell 4730008913

distance 0.224

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":4730004985}}}'

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.