Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005202

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005939

distance 0.129

#2 · Chandrapurcell 4730004520

distance 0.178

#3 · Chandrapurcell 4730005824

distance 0.18

#4 · Yavatmalcell 5000002589

distance 0.181 · cross-district

#5 · Jalgaoncell 4780003796

distance 0.182 · cross-district

#6 · Chandrapurcell 4730005711

distance 0.188

#7 · Chandrapurcell 4730005105

distance 0.19

#8 · Chandrapurcell 4730007522

distance 0.194

#9 · Jalgaoncell 4780006255

distance 0.194 · cross-district

#10 · Amravaticell 4680004367

distance 0.195 · cross-district

#11 · Chandrapurcell 4730006278

distance 0.198

#12 · Chandrapurcell 4730006169

distance 0.199

#13 · Yavatmalcell 5000003644

distance 0.199 · cross-district

#14 · Chandrapurcell 4730006627

distance 0.201

#15 · Jalgaoncell 4780006108

distance 0.201 · cross-district

#16 · Yavatmalcell 5000003996

distance 0.202 · cross-district

#17 · Chandrapurcell 4730005938

distance 0.203

#18 · Jalgaoncell 4780006401

distance 0.204 · 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":4730005202}}}'

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.