Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001856

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.429

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003143

distance 0.429 · cross-district

#2 · Bhandaracell 4710000988

distance 0.445

#3 · Parbhanicell 4890001707

distance 0.509 · cross-district

#4 · Nagpurcell 4840004961

distance 0.51 · cross-district

#5 · Gondiacell 4760004051

distance 0.514 · cross-district

#6 · Bhandaracell 4710002777

distance 0.533

#7 · Bhandaracell 4710001907

distance 0.542

#8 · Akolacell 4670001849

distance 0.545 · cross-district

#9 · Nagpurcell 4840003848

distance 0.55 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000375

distance 0.557 · cross-district

#11 · Dharashivcell 4880001447

distance 0.557 · cross-district

#12 · Ahmednagarcell 4660009645

distance 0.564 · cross-district

#13 · Punecell 4900005927

distance 0.579 · cross-district

#14 · Dharashivcell 4880001066

distance 0.58 · cross-district

#15 · Sanglicell 4930006342

distance 0.582 · cross-district

#16 · Bhandaracell 4710002080

distance 0.585

#17 · Bhandaracell 4710001526

distance 0.586

#18 · Chandrapurcell 4730000242

distance 0.59 · 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":4710001856}}}'

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.