Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005249

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.292

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011178

distance 0.292 · cross-district

#2 · Chandrapurcell 4730003362

distance 0.293

#3 · Dhulecell 4740004969

distance 0.344 · cross-district

#4 · Yavatmalcell 5000009824

distance 0.346 · cross-district

#5 · Chandrapurcell 4730006275

distance 0.347

#6 · Beedcell 4700006355

distance 0.355 · cross-district

#7 · Chandrapurcell 4730005147

distance 0.361

#8 · Chandrapurcell 4730007692

distance 0.368

#9 · Chandrapurcell 4730004407

distance 0.377

#10 · Jalnacell 4790000114

distance 0.38 · cross-district

#11 · Parbhanicell 4890000929

distance 0.387 · cross-district

#12 · Jalgaoncell 4780007243

distance 0.389 · cross-district

#13 · Chandrapurcell 4730000922

distance 0.392

#14 · Chandrapurcell 4730003295

distance 0.392

#15 · Dharashivcell 4880000311

distance 0.393 · cross-district

#16 · Chandrapurcell 4730003664

distance 0.396

#17 · Chandrapurcell 4730004502

distance 0.396

#18 · Chandrapurcell 4730003759

distance 0.397

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":4730005249}}}'

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.