Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002321

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.329

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006802

distance 0.329 · cross-district

#2 · Wardhacell 4980001180

distance 0.345 · cross-district

#3 · Jalgaoncell 4780005899

distance 0.357 · cross-district

#4 · Jalnacell 4790000847

distance 0.359 · cross-district

#5 · Buldhanacell 4720006805

distance 0.382 · cross-district

#6 · Buldhanacell 4720003927

distance 0.384 · cross-district

#7 · Jalgaoncell 4780005883

distance 0.392 · cross-district

#8 · Akolacell 4670001631

distance 0.396 · cross-district

#9 · Nagpurcell 4840003905

distance 0.402 · cross-district

#10 · Solapurcell 4960008086

distance 0.406 · cross-district

#11 · Nashikcell 4870005140

distance 0.409 · cross-district

#12 · Beedcell 4700000279

distance 0.41 · cross-district

#13 · Nashikcell 4870003831

distance 0.413 · cross-district

#14 · Ahmednagarcell 4660006626

distance 0.414 · cross-district

#15 · Gadchirolicell 4750009674

distance 0.42 · cross-district

#16 · Jalgaoncell 4780005907

distance 0.42 · cross-district

#17 · Jalgaoncell 4780005898

distance 0.421 · cross-district

#18 · Nashikcell 4870003431

distance 0.422 · 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":4730002321}}}'

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.