Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004605

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002125

distance 0.309

#2 · Chandrapurcell 4730002035

distance 0.319

#3 · Sanglicell 4930002880

distance 0.328 · cross-district

#4 · Jalgaoncell 4780002243

distance 0.339 · cross-district

#5 · Akolacell 4670002218

distance 0.342 · cross-district

#6 · Amravaticell 4680002155

distance 0.35 · cross-district

#7 · Wardhacell 4980005062

distance 0.352 · cross-district

#8 · Jalgaoncell 4780002541

distance 0.369 · cross-district

#9 · Chandrapurcell 4730002668

distance 0.372

#10 · Jalgaoncell 4780007856

distance 0.394 · cross-district

#11 · Yavatmalcell 5000002786

distance 0.395 · cross-district

#12 · Akolacell 4670002227

distance 0.397 · cross-district

#13 · Yavatmalcell 5000006389

distance 0.402 · cross-district

#14 · Buldhanacell 4720006460

distance 0.405 · cross-district

#15 · Nagpurcell 4840005340

distance 0.406 · cross-district

#16 · Jalgaoncell 4780005467

distance 0.417 · cross-district

#17 · Nagpurcell 4840004395

distance 0.42 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000985

distance 0.422 · 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":4730004605}}}'

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.