Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001846

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003586

distance 0.281

#2 · Amravaticell 4680009977

distance 0.292 · cross-district

#3 · Bhandaracell 4710003559

distance 0.295

#4 · Bhandaracell 4710001792

distance 0.298

#5 · Bhandaracell 4710003558

distance 0.3

#6 · Amravaticell 4680009852

distance 0.303 · cross-district

#7 · Bhandaracell 4710002059

distance 0.313

#8 · Gadchirolicell 4750012370

distance 0.318 · cross-district

#9 · Gondiacell 4760000907

distance 0.324 · cross-district

#10 · Amravaticell 4680009847

distance 0.324 · cross-district

#11 · Bhandaracell 4710003034

distance 0.328

#12 · Amravaticell 4680008859

distance 0.328 · cross-district

#13 · Amravaticell 4680009849

distance 0.335 · cross-district

#14 · Nagpurcell 4840002205

distance 0.335 · cross-district

#15 · Chandrapurcell 4730007473

distance 0.343 · cross-district

#16 · Amravaticell 4680009020

distance 0.344 · cross-district

#17 · Bhandaracell 4710000940

distance 0.344

#18 · Yavatmalcell 5000008529

distance 0.345 · 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":471,"cluster_id":4710001846}}}'

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.