Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005147

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011178

distance 0.278 · cross-district

#2 · Chandrapurcell 4730000922

distance 0.339

#3 · Chandrapurcell 4730004958

distance 0.342

#4 · Yavatmalcell 5000009824

distance 0.348 · cross-district

#5 · Chandrapurcell 4730007035

distance 0.357

#6 · Chandrapurcell 4730005249

distance 0.361

#7 · Chandrapurcell 4730004502

distance 0.363

#8 · Yavatmalcell 5000009714

distance 0.365 · cross-district

#9 · Wardhacell 4980000977

distance 0.368 · cross-district

#10 · Chandrapurcell 4730007354

distance 0.368

#11 · Gondiacell 4760000492

distance 0.369 · cross-district

#12 · Gondiacell 4760000649

distance 0.373 · cross-district

#13 · Chandrapurcell 4730001286

distance 0.376

#14 · Chandrapurcell 4730004407

distance 0.384

#15 · Jalgaoncell 4780002995

distance 0.385 · cross-district

#16 · Chandrapurcell 4730000043

distance 0.387

#17 · Chandrapurcell 4730004219

distance 0.388

#18 · Gadchirolicell 4750008102

distance 0.388 · 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":4730005147}}}'

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.