Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005384

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

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005808

distance 0.177

#2 · Chandrapurcell 4730005385

distance 0.179

#3 · Chandrapurcell 4730005387

distance 0.181

#4 · Amravaticell 4680001182

distance 0.187 · cross-district

#5 · Chandrapurcell 4730005490

distance 0.189

#6 · Yavatmalcell 5000005546

distance 0.192 · cross-district

#7 · Chandrapurcell 4730005191

distance 0.193

#8 · Chandrapurcell 4730005394

distance 0.194

#9 · Chandrapurcell 4730005094

distance 0.199

#10 · Wardhacell 4980000509

distance 0.201 · cross-district

#11 · Yavatmalcell 5000005549

distance 0.202 · cross-district

#12 · Chandrapurcell 4730005382

distance 0.204

#13 · Chandrapurcell 4730005393

distance 0.204

#14 · Chandrapurcell 4730005087

distance 0.204

#15 · Chandrapurcell 4730006045

distance 0.204

#16 · Chandrapurcell 4730005698

distance 0.207

#17 · Wardhacell 4980000143

distance 0.207 · cross-district

#18 · Wardhacell 4980000996

distance 0.207 · 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":4730005384}}}'

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.