Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004513

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

0.337

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005645

distance 0.337 · cross-district

#2 · Kolhapurcell 4800004329

distance 0.343 · cross-district

#3 · Jalgaoncell 4780003906

distance 0.391 · cross-district

#4 · Kolhapurcell 4800004772

distance 0.396 · cross-district

#5 · Akolacell 4670002101

distance 0.396 · cross-district

#6 · Wardhacell 4980001566

distance 0.398 · cross-district

#7 · Laturcell 4810001872

distance 0.399 · cross-district

#8 · Amravaticell 4680002885

distance 0.402 · cross-district

#9 · Jalnacell 4790004046

distance 0.403 · cross-district

#10 · Kolhapurcell 4800004371

distance 0.405 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001403

distance 0.412 · cross-district

#12 · Kolhapurcell 4800004778

distance 0.416 · cross-district

#13 · Amravaticell 4680001811

distance 0.421 · cross-district

#14 · Kolhapurcell 4800005317

distance 0.422 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001886

distance 0.426 · cross-district

#16 · Kolhapurcell 4800001198

distance 0.426 · cross-district

#17 · Laturcell 4810003374

distance 0.428 · cross-district

#18 · Kolhapurcell 4800003603

distance 0.429 · 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":4730004513}}}'

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.