Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003452

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002750

distance 0.213

#2 · Bhandaracell 4710002909

distance 0.223

#3 · Gondiacell 4760002090

distance 0.278 · cross-district

#4 · Nagpurcell 4840008318

distance 0.294 · cross-district

#5 · Bhandaracell 4710003026

distance 0.294

#6 · Bhandaracell 4710001642

distance 0.314

#7 · Bhandaracell 4710000895

distance 0.317

#8 · Bhandaracell 4710002560

distance 0.319

#9 · Bhandaracell 4710001325

distance 0.321

#10 · Bhandaracell 4710002588

distance 0.33

#11 · Gondiacell 4760001975

distance 0.334 · cross-district

#12 · Gondiacell 4760002394

distance 0.337 · cross-district

#13 · Bhandaracell 4710002694

distance 0.338

#14 · Gondiacell 4760002287

distance 0.342 · cross-district

#15 · Amravaticell 4680007854

distance 0.353 · cross-district

#16 · Nagpurcell 4840002953

distance 0.354 · cross-district

#17 · Hingolicell 4770002969

distance 0.366 · cross-district

#18 · Gondiacell 4760002659

distance 0.37 · 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":4710003452}}}'

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.