Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001547

The MH-36 locality cells most similar to this Bhandara 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.399

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003132

distance 0.399 · cross-district

#2 · Gondiacell 4760002452

distance 0.404 · cross-district

#3 · Bhandaracell 4710001542

distance 0.417

#4 · Gondiacell 4760002534

distance 0.438 · cross-district

#5 · Yavatmalcell 5000010105

distance 0.442 · cross-district

#6 · Yavatmalcell 5000009906

distance 0.447 · cross-district

#7 · Bhandaracell 4710002397

distance 0.447

#8 · Gondiacell 4760003046

distance 0.455 · cross-district

#9 · Yavatmalcell 5000008182

distance 0.457 · cross-district

#10 · Bhandaracell 4710002347

distance 0.459

#11 · Bhandaracell 4710002421

distance 0.46

#12 · Nagpurcell 4840007900

distance 0.46 · cross-district

#13 · Bhandaracell 4710001595

distance 0.46

#14 · Buldhanacell 4720008327

distance 0.46 · cross-district

#15 · Yavatmalcell 5000008310

distance 0.461 · cross-district

#16 · Bhandaracell 4710002371

distance 0.464

#17 · Gondiacell 4760002622

distance 0.469 · cross-district

#18 · Bhandaracell 4710001256

distance 0.472

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":471,"cluster_id":4710001547}}}'

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.