Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000413

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000499

distance 0.29

#2 · Gondiacell 4760000472

distance 0.333 · cross-district

#3 · Chandrapurcell 4730009703

distance 0.345 · cross-district

#4 · Chandrapurcell 4730009523

distance 0.351 · cross-district

#5 · Gondiacell 4760000658

distance 0.403 · cross-district

#6 · Gondiacell 4760000985

distance 0.41 · cross-district

#7 · Gondiacell 4760000432

distance 0.419 · cross-district

#8 · Jalgaoncell 4780002192

distance 0.42 · cross-district

#9 · Yavatmalcell 5000007403

distance 0.431 · cross-district

#10 · Chandrapurcell 4730009389

distance 0.434 · cross-district

#11 · Yavatmalcell 5000006760

distance 0.435 · cross-district

#12 · Gadchirolicell 4750012202

distance 0.435 · cross-district

#13 · Jalgaoncell 4780001388

distance 0.438 · cross-district

#14 · Gadchirolicell 4750011772

distance 0.439 · cross-district

#15 · Bhandaracell 4710000795

distance 0.441

#16 · Jalgaoncell 4780001670

distance 0.448 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690007842

distance 0.454 · cross-district

#18 · Chandrapurcell 4730009220

distance 0.454 · 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":4710000413}}}'

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.