Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003694

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

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006369

distance 0.306 · cross-district

#2 · Kolhapurcell 4800004093

distance 0.324 · cross-district

#3 · Chandrapurcell 4730002110

distance 0.348

#4 · Yavatmalcell 5000005816

distance 0.36 · cross-district

#5 · Chandrapurcell 4730004320

distance 0.374

#6 · Chandrapurcell 4730003380

distance 0.374

#7 · Wardhacell 4980001720

distance 0.376 · cross-district

#8 · Nandedcell 4850004672

distance 0.376 · cross-district

#9 · Chandrapurcell 4730004417

distance 0.383

#10 · Amravaticell 4680002587

distance 0.383 · cross-district

#11 · Gadchirolicell 4750009057

distance 0.388 · cross-district

#12 · Nagpurcell 4840003865

distance 0.388 · cross-district

#13 · Amravaticell 4680001724

distance 0.389 · cross-district

#14 · Kolhapurcell 4800004514

distance 0.392 · cross-district

#15 · Nagpurcell 4840003658

distance 0.398 · cross-district

#16 · Beedcell 4700003462

distance 0.399 · cross-district

#17 · Kolhapurcell 4800003880

distance 0.402 · cross-district

#18 · Bhandaracell 4710002134

distance 0.404 · 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":4730003694}}}'

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.