Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003315

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.363

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003576

distance 0.363 · cross-district

#2 · Wardhacell 4980000987

distance 0.372 · cross-district

#3 · Washimcell 4990001206

distance 0.394 · cross-district

#4 · Solapurcell 4960005358

distance 0.407 · cross-district

#5 · Nagpurcell 4840003291

distance 0.409 · cross-district

#6 · Nagpurcell 4840003290

distance 0.412 · cross-district

#7 · Amravaticell 4680002483

distance 0.414 · cross-district

#8 · Amravaticell 4680002484

distance 0.423 · cross-district

#9 · Nagpurcell 4840004383

distance 0.427 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000174

distance 0.428 · cross-district

#11 · Nagpurcell 4840003196

distance 0.43 · cross-district

#12 · Nagpurcell 4840003375

distance 0.438 · cross-district

#13 · Nagpurcell 4840003374

distance 0.439 · cross-district

#14 · Nagpurcell 4840003197

distance 0.447 · cross-district

#15 · Nagpurcell 4840003471

distance 0.449 · cross-district

#16 · Nagpurcell 4840003469

distance 0.449 · cross-district

#17 · Beedcell 4700001187

distance 0.45 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003301

distance 0.467 · 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":4730003315}}}'

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.