Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005901

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.32

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001894

distance 0.32 · cross-district

#2 · Gondiacell 4760001146

distance 0.331 · cross-district

#3 · Chandrapurcell 4730006885

distance 0.374

#4 · Gadchirolicell 4750010645

distance 0.38 · cross-district

#5 · Chandrapurcell 4730006899

distance 0.39

#6 · Jalgaoncell 4780002625

distance 0.395 · cross-district

#7 · Jalgaoncell 4780001787

distance 0.395 · cross-district

#8 · Jalgaoncell 4780002313

distance 0.406 · cross-district

#9 · Yavatmalcell 5000009379

distance 0.409 · cross-district

#10 · Chandrapurcell 4730006094

distance 0.413

#11 · Gadchirolicell 4750010843

distance 0.417 · cross-district

#12 · Jalgaoncell 4780000396

distance 0.418 · cross-district

#13 · Bhandaracell 4710002785

distance 0.422 · cross-district

#14 · Gondiacell 4760000180

distance 0.425 · cross-district

#15 · Jalgaoncell 4780000789

distance 0.426 · cross-district

#16 · Gadchirolicell 4750012082

distance 0.427 · cross-district

#17 · Wardhacell 4980000016

distance 0.429 · cross-district

#18 · Gadchirolicell 4750011316

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":4730005901}}}'

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.