Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002499

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.04

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002535

distance 0.04

#2 · Bhandaracell 4710002416

distance 0.066

#3 · Gondiacell 4760002381

distance 0.066 · cross-district

#4 · Gondiacell 4760002197

distance 0.072 · cross-district

#5 · Bhandaracell 4710002460

distance 0.075

#6 · Gondiacell 4760002382

distance 0.075 · cross-district

#7 · Bhandaracell 4710002461

distance 0.079

#8 · Bhandaracell 4710002500

distance 0.079

#9 · Gondiacell 4760002456

distance 0.081 · cross-district

#10 · Gondiacell 4760002313

distance 0.085 · cross-district

#11 · Bhandaracell 4710002503

distance 0.087

#12 · Bhandaracell 4710002423

distance 0.088

#13 · Gondiacell 4760002633

distance 0.088 · cross-district

#14 · Gondiacell 4760003048

distance 0.088 · cross-district

#15 · Gondiacell 4760002793

distance 0.089 · cross-district

#16 · Bhandaracell 4710002369

distance 0.091

#17 · Gondiacell 4760002620

distance 0.095 · cross-district

#18 · Bhandaracell 4710002422

distance 0.098

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":4710002499}}}'

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.