Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002002

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.319

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001409

distance 0.319

#2 · Nashikcell 4870006938

distance 0.379 · cross-district

#3 · Beedcell 4700000699

distance 0.416 · cross-district

#4 · Nagpurcell 4840003690

distance 0.44 · cross-district

#5 · Ahmednagarcell 4660001142

distance 0.441 · cross-district

#6 · Nagpurcell 4840003687

distance 0.445 · cross-district

#7 · Nagpurcell 4840006558

distance 0.452 · cross-district

#8 · Yavatmalcell 5000006018

distance 0.459 · cross-district

#9 · Chandrapurcell 4730007608

distance 0.461

#10 · Buldhanacell 4720004230

distance 0.468 · cross-district

#11 · Ahmednagarcell 4660012355

distance 0.473 · cross-district

#12 · Laturcell 4810000880

distance 0.478 · cross-district

#13 · Nandurbarcell 4860002772

distance 0.479 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690004411

distance 0.48 · cross-district

#15 · Buldhanacell 4720004120

distance 0.481 · cross-district

#16 · Solapurcell 4960002588

distance 0.482 · cross-district

#17 · Nagpurcell 4840006780

distance 0.482 · cross-district

#18 · Jalgaoncell 4780000420

distance 0.483 · 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":4730002002}}}'

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.