Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003026

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

0.369

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000541

distance 0.369 · cross-district

#2 · Amravaticell 4680002581

distance 0.379 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690003308

distance 0.395 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002691

distance 0.4 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002892

distance 0.401 · cross-district

#6 · Jalgaoncell 4780006214

distance 0.429 · cross-district

#7 · Kolhapurcell 4800004167

distance 0.431 · cross-district

#8 · Jalgaoncell 4780006063

distance 0.432 · cross-district

#9 · Jalgaoncell 4780005888

distance 0.433 · cross-district

#10 · Solapurcell 4960011104

distance 0.435 · cross-district

#11 · Kolhapurcell 4800004330

distance 0.436 · cross-district

#12 · Solapurcell 4960007804

distance 0.437 · cross-district

#13 · Yavatmalcell 5000003087

distance 0.44 · cross-district

#14 · Sanglicell 4930000403

distance 0.447 · cross-district

#15 · Nagpurcell 4840003958

distance 0.451 · cross-district

#16 · Nagpurcell 4840003957

distance 0.458 · cross-district

#17 · Jalgaoncell 4780004695

distance 0.463 · cross-district

#18 · Nashikcell 4870010585

distance 0.467 · 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":4730003026}}}'

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.