Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002080

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

0.322

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002023

distance 0.322

#2 · Bhandaracell 4710001516

distance 0.328

#3 · Jalgaoncell 4780006519

distance 0.336 · cross-district

#4 · Bhandaracell 4710001907

distance 0.359

#5 · Bhandaracell 4710001526

distance 0.361

#6 · Nagpurcell 4840001008

distance 0.373 · cross-district

#7 · Nagpurcell 4840003853

distance 0.373 · cross-district

#8 · Nagpurcell 4840003143

distance 0.379 · cross-district

#9 · Jalgaoncell 4780006670

distance 0.385 · cross-district

#10 · Jalgaoncell 4780007241

distance 0.388 · cross-district

#11 · Chandrapurcell 4730002652

distance 0.389 · cross-district

#12 · Bhandaracell 4710001380

distance 0.392

#13 · Akolacell 4670002053

distance 0.394 · cross-district

#14 · Sataracell 4940003596

distance 0.395 · cross-district

#15 · Gondiacell 4760001599

distance 0.396 · cross-district

#16 · Jalgaoncell 4780006528

distance 0.398 · cross-district

#17 · Jalgaoncell 4780006686

distance 0.398 · cross-district

#18 · Akolacell 4670001401

distance 0.399 · 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":4710002080}}}'

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.