Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000490

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.526

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001633

distance 0.526 · cross-district

#2 · Parbhanicell 4890001119

distance 0.541 · cross-district

#3 · Yavatmalcell 5000009379

distance 0.564 · cross-district

#4 · Jalgaoncell 4780000535

distance 0.583 · cross-district

#5 · Beedcell 4700007744

distance 0.586 · cross-district

#6 · Jalnacell 4790006294

distance 0.597 · cross-district

#7 · Jalgaoncell 4780000536

distance 0.606 · cross-district

#8 · Jalgaoncell 4780002312

distance 0.615 · cross-district

#9 · Parbhanicell 4890000861

distance 0.62 · cross-district

#10 · Parbhanicell 4890001127

distance 0.631 · cross-district

#11 · Nandedcell 4850003511

distance 0.637 · cross-district

#12 · Gadchirolicell 4750008034

distance 0.638 · cross-district

#13 · Bhandaracell 4710003466

distance 0.641

#14 · Nandedcell 4850003588

distance 0.646 · cross-district

#15 · Parbhanicell 4890000804

distance 0.649 · cross-district

#16 · Parbhanicell 4890001254

distance 0.649 · cross-district

#17 · Bhandaracell 4710000532

distance 0.656

#18 · Gondiacell 4760001146

distance 0.665 · 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":4710000490}}}'

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.