Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005304

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

0.44

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000098

distance 0.44 · cross-district

#2 · Gadchirolicell 4750000108

distance 0.444 · cross-district

#3 · Beedcell 4700000028

distance 0.445 · cross-district

#4 · Nandurbarcell 4860004533

distance 0.447 · cross-district

#5 · Gadchirolicell 4750000658

distance 0.45 · cross-district

#6 · Gondiacell 4760001096

distance 0.454 · cross-district

#7 · Gadchirolicell 4750000130

distance 0.471 · cross-district

#8 · Nandedcell 4850002129

distance 0.479 · cross-district

#9 · Gadchirolicell 4750000153

distance 0.479 · cross-district

#10 · Chandrapurcell 4730005012

distance 0.506

#11 · Nagpurcell 4840001569

distance 0.513 · cross-district

#12 · Nandurbarcell 4860005020

distance 0.517 · cross-district

#13 · Gadchirolicell 4750000214

distance 0.518 · cross-district

#14 · Gondiacell 4760000415

distance 0.52 · cross-district

#15 · Gadchirolicell 4750000622

distance 0.522 · cross-district

#16 · Gadchirolicell 4750000292

distance 0.543 · cross-district

#17 · Nagpurcell 4840001247

distance 0.549 · cross-district

#18 · Gadchirolicell 4750000426

distance 0.552 · 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":4730005304}}}'

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.