Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001581

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.408

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001678

distance 0.408

#2 · Bhandaracell 4710001577

distance 0.447

#3 · Bhandaracell 4710000988

distance 0.493

#4 · Bhandaracell 4710001330

distance 0.495

#5 · Gondiacell 4760000922

distance 0.509 · cross-district

#6 · Nagpurcell 4840003848

distance 0.517 · cross-district

#7 · Nandurbarcell 4860001549

distance 0.531 · cross-district

#8 · Ahmednagarcell 4660014378

distance 0.531 · cross-district

#9 · Chandrapurcell 4730005899

distance 0.532 · cross-district

#10 · Chandrapurcell 4730006201

distance 0.546 · cross-district

#11 · Bhandaracell 4710001578

distance 0.547

#12 · Nagpurcell 4840003946

distance 0.55 · cross-district

#13 · Gadchirolicell 4750011877

distance 0.551 · cross-district

#14 · Gondiacell 4760000632

distance 0.559 · cross-district

#15 · Bhandaracell 4710001716

distance 0.562

#16 · Wardhacell 4980003440

distance 0.567 · cross-district

#17 · Nagpurcell 4840003421

distance 0.571 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007720

distance 0.572 · 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":4710001581}}}'

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.