Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002189

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006544

distance 0.212 · cross-district

#2 · Chandrapurcell 4730000139

distance 0.235

#3 · Washimcell 4990003050

distance 0.252 · cross-district

#4 · Buldhanacell 4720005869

distance 0.274 · cross-district

#5 · Jalgaoncell 4780006984

distance 0.283 · cross-district

#6 · Buldhanacell 4720007391

distance 0.29 · cross-district

#7 · Buldhanacell 4720007659

distance 0.292 · cross-district

#8 · Yavatmalcell 5000007524

distance 0.297 · cross-district

#9 · Chandrapurcell 4730000969

distance 0.299

#10 · Hingolicell 4770002678

distance 0.299 · cross-district

#11 · Yavatmalcell 5000001991

distance 0.31 · cross-district

#12 · Hingolicell 4770002278

distance 0.313 · cross-district

#13 · Jalnacell 4790005632

distance 0.317 · cross-district

#14 · Nagpurcell 4840004102

distance 0.319 · cross-district

#15 · Amravaticell 4680001453

distance 0.32 · cross-district

#16 · Gadchirolicell 4750003585

distance 0.323 · cross-district

#17 · Akolacell 4670000242

distance 0.327 · cross-district

#18 · Akolacell 4670001463

distance 0.328 · 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":4730002189}}}'

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.