Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009622

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011762

distance 0.23 · cross-district

#2 · Gadchirolicell 4750010577

distance 0.253 · cross-district

#3 · Yavatmalcell 5000004732

distance 0.26 · cross-district

#4 · Chandrapurcell 4730009204

distance 0.281

#5 · Bhandaracell 4710001124

distance 0.29 · cross-district

#6 · Gadchirolicell 4750010387

distance 0.29 · cross-district

#7 · Chandrapurcell 4730008583

distance 0.295

#8 · Gadchirolicell 4750011813

distance 0.296 · cross-district

#9 · Bhandaracell 4710000663

distance 0.298 · cross-district

#10 · Bhandaracell 4710001429

distance 0.299 · cross-district

#11 · Gadchirolicell 4750011642

distance 0.305 · cross-district

#12 · Gadchirolicell 4750011827

distance 0.305 · cross-district

#13 · Bhandaracell 4710001024

distance 0.307 · cross-district

#14 · Chandrapurcell 4730009528

distance 0.308

#15 · Gondiacell 4760000497

distance 0.31 · cross-district

#16 · Gondiacell 4760000978

distance 0.311 · cross-district

#17 · Wardhacell 4980002677

distance 0.312 · cross-district

#18 · Bhandaracell 4710000960

distance 0.314 · 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":4730009622}}}'

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.