Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003097

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.307

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003116

distance 0.307

#2 · Chhatrapati Sambhajinagarcell 4690002892

distance 0.374 · cross-district

#3 · Chandrapurcell 4730003183

distance 0.394

#4 · Wardhacell 4980002772

distance 0.404 · cross-district

#5 · Nagpurcell 4840006719

distance 0.409 · cross-district

#6 · Beedcell 4700005257

distance 0.427 · cross-district

#7 · Kolhapurcell 4800004330

distance 0.428 · cross-district

#8 · Wardhacell 4980002640

distance 0.437 · cross-district

#9 · Nagpurcell 4840004381

distance 0.438 · cross-district

#10 · Dharashivcell 4880005933

distance 0.45 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690006660

distance 0.452 · cross-district

#12 · Kolhapurcell 4800005053

distance 0.46 · cross-district

#13 · Nandedcell 4850004738

distance 0.464 · cross-district

#14 · Chandrapurcell 4730001460

distance 0.465

#15 · Chandrapurcell 4730003317

distance 0.467

#16 · Wardhacell 4980002703

distance 0.476 · cross-district

#17 · Chandrapurcell 4730007226

distance 0.486

#18 · Yavatmalcell 5000009546

distance 0.488 · 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":4730003097}}}'

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.