Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001746

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.437

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002344

distance 0.437

#2 · Gadchirolicell 4750009899

distance 0.524 · cross-district

#3 · Gadchirolicell 4750008640

distance 0.534 · cross-district

#4 · Gadchirolicell 4750008367

distance 0.548 · cross-district

#5 · Gadchirolicell 4750008007

distance 0.549 · cross-district

#6 · Gadchirolicell 4750008697

distance 0.557 · cross-district

#7 · Gadchirolicell 4750009437

distance 0.562 · cross-district

#8 · Gadchirolicell 4750008365

distance 0.563 · cross-district

#9 · Gadchirolicell 4750008530

distance 0.571 · cross-district

#10 · Gadchirolicell 4750008356

distance 0.574 · cross-district

#11 · Gadchirolicell 4750008008

distance 0.575 · cross-district

#12 · Gadchirolicell 4750009712

distance 0.577 · cross-district

#13 · Gadchirolicell 4750008310

distance 0.578 · cross-district

#14 · Gadchirolicell 4750008995

distance 0.581 · cross-district

#15 · Gadchirolicell 4750009901

distance 0.589 · cross-district

#16 · Gadchirolicell 4750008886

distance 0.597 · cross-district

#17 · Wardhacell 4980001188

distance 0.614 · cross-district

#18 · Ahmednagarcell 4660011456

distance 0.616 · 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":4710001746}}}'

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.