Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003995

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003790

distance 0.281 · cross-district

#2 · Jalgaoncell 4780008339

distance 0.308 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000784

distance 0.318 · cross-district

#4 · Punecell 4900002812

distance 0.319 · cross-district

#5 · Punecell 4900001754

distance 0.321 · cross-district

#6 · Jalgaoncell 4780007865

distance 0.322 · cross-district

#7 · Jalgaoncell 4780007242

distance 0.323 · cross-district

#8 · Nandedcell 4850003862

distance 0.323 · cross-district

#9 · Beedcell 4700005773

distance 0.332 · cross-district

#10 · Yavatmalcell 5000001777

distance 0.334 · cross-district

#11 · Jalgaoncell 4780006548

distance 0.344 · cross-district

#12 · Nandedcell 4850003861

distance 0.348 · cross-district

#13 · Dharashivcell 4880003542

distance 0.349 · cross-district

#14 · Jalgaoncell 4780006848

distance 0.35 · cross-district

#15 · Jalgaoncell 4780003931

distance 0.351 · cross-district

#16 · Parbhanicell 4890001709

distance 0.351 · cross-district

#17 · Jalgaoncell 4780003708

distance 0.352 · cross-district

#18 · Beedcell 4700003145

distance 0.353 · 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":4730003995}}}'

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.