Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003877

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003688

distance 0.158

#2 · Chandrapurcell 4730003377

distance 0.171

#3 · Chandrapurcell 4730002689

distance 0.171

#4 · Chandrapurcell 4730003612

distance 0.178

#5 · Yavatmalcell 5000001543

distance 0.181 · cross-district

#6 · Chandrapurcell 4730003610

distance 0.19

#7 · Chandrapurcell 4730003876

distance 0.19

#8 · Chandrapurcell 4730003692

distance 0.192

#9 · Chandrapurcell 4730001419

distance 0.194

#10 · Chandrapurcell 4730002698

distance 0.195

#11 · Chandrapurcell 4730006667

distance 0.2

#12 · Chandrapurcell 4730002443

distance 0.204

#13 · Chandrapurcell 4730003611

distance 0.208

#14 · Chandrapurcell 4730002508

distance 0.21

#15 · Hingolicell 4770000568

distance 0.211 · cross-district

#16 · Chandrapurcell 4730006392

distance 0.213

#17 · Gadchirolicell 4750005954

distance 0.216 · cross-district

#18 · Chandrapurcell 4730001835

distance 0.219

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":4730003877}}}'

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.