Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003574

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000772

distance 0.204 · cross-district

#2 · Bhandaracell 4710001251

distance 0.224 · cross-district

#3 · Bhandaracell 4710000811

distance 0.226 · cross-district

#4 · Gadchirolicell 4750008923

distance 0.231 · cross-district

#5 · Gadchirolicell 4750010516

distance 0.244 · cross-district

#6 · Bhandaracell 4710000652

distance 0.246 · cross-district

#7 · Chandrapurcell 4730002991

distance 0.254

#8 · Gadchirolicell 4750010633

distance 0.255 · cross-district

#9 · Chandrapurcell 4730003728

distance 0.257

#10 · Gadchirolicell 4750006860

distance 0.258 · cross-district

#11 · Bhandaracell 4710001161

distance 0.259 · cross-district

#12 · Gadchirolicell 4750007077

distance 0.266 · cross-district

#13 · Chandrapurcell 4730003498

distance 0.27

#14 · Gadchirolicell 4750007413

distance 0.27 · cross-district

#15 · Gadchirolicell 4750006765

distance 0.274 · cross-district

#16 · Yavatmalcell 5000010548

distance 0.277 · cross-district

#17 · Gondiacell 4760000057

distance 0.279 · cross-district

#18 · Yavatmalcell 5000009848

distance 0.279 · 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":4730003574}}}'

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.