Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005356

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.383

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870004725

distance 0.383 · cross-district

#2 · Ahmednagarcell 4660000173

distance 0.418 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690005946

distance 0.436 · cross-district

#4 · Nashikcell 4870003857

distance 0.443 · cross-district

#5 · Buldhanacell 4720005759

distance 0.444 · cross-district

#6 · Jalgaoncell 4780000452

distance 0.46 · cross-district

#7 · Gondiacell 4760003626

distance 0.463 · cross-district

#8 · Solapurcell 4960000934

distance 0.466 · cross-district

#9 · Ahmednagarcell 4660014033

distance 0.47 · cross-district

#10 · Beedcell 4700003625

distance 0.477 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002065

distance 0.48 · cross-district

#12 · Ahmednagarcell 4660010915

distance 0.481 · cross-district

#13 · Chandrapurcell 4730001243

distance 0.481

#14 · Jalgaoncell 4780007774

distance 0.481 · cross-district

#15 · Yavatmalcell 5000009379

distance 0.482 · cross-district

#16 · Jalgaoncell 4780006184

distance 0.483 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000100

distance 0.483 · cross-district

#18 · Laturcell 4810000090

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":4730005356}}}'

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.