Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001038

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

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005887

distance 0.259 · cross-district

#2 · Bhandaracell 4710001931

distance 0.266

#3 · Bhandaracell 4710002832

distance 0.279

#4 · Bhandaracell 4710002336

distance 0.279

#5 · Bhandaracell 4710001613

distance 0.296

#6 · Bhandaracell 4710001607

distance 0.298

#7 · Bhandaracell 4710001005

distance 0.301

#8 · Nagpurcell 4840000383

distance 0.307 · cross-district

#9 · Bhandaracell 4710002778

distance 0.313

#10 · Wardhacell 4980001847

distance 0.317 · cross-district

#11 · Bhandaracell 4710001608

distance 0.321

#12 · Nagpurcell 4840003898

distance 0.322 · cross-district

#13 · Yavatmalcell 5000007492

distance 0.323 · cross-district

#14 · Bhandaracell 4710002798

distance 0.325

#15 · Bhandaracell 4710001218

distance 0.332

#16 · Bhandaracell 4710002387

distance 0.332

#17 · Gondiacell 4760003780

distance 0.333 · cross-district

#18 · Bhandaracell 4710002066

distance 0.334

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":4710001038}}}'

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.