Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002913

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 3 distinct districts

Index confidence

0.92

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 · Bhandaracell 4710002071

distance 0.363

#2 · Bhandaracell 4710002237

distance 0.388

#3 · Nagpurcell 4840003800

distance 0.398 · cross-district

#4 · Bhandaracell 4710002801

distance 0.402

#5 · Bhandaracell 4710002075

distance 0.403

#6 · Bhandaracell 4710003612

distance 0.408

#7 · Bhandaracell 4710002024

distance 0.416

#8 · Nagpurcell 4840003582

distance 0.42 · cross-district

#9 · Nagpurcell 4840004388

distance 0.43 · cross-district

#10 · Bhandaracell 4710002854

distance 0.435

#11 · Nagpurcell 4840005888

distance 0.451 · cross-district

#12 · Nagpurcell 4840001596

distance 0.455 · cross-district

#13 · Bhandaracell 4710002070

distance 0.46

#14 · Chandrapurcell 4730002386

distance 0.47 · cross-district

#15 · Nagpurcell 4840004077

distance 0.473 · cross-district

#16 · Nagpurcell 4840003659

distance 0.474 · cross-district

#17 · Nagpurcell 4840006134

distance 0.475 · cross-district

#18 · Nagpurcell 4840003186

distance 0.477 · 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":4710002913}}}'

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.