Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003551

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

0.426

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003550

distance 0.426

#2 · Bhandaracell 4710003572

distance 0.452

#3 · Gondiacell 4760004106

distance 0.461 · cross-district

#4 · Gondiacell 4760004007

distance 0.502 · cross-district

#5 · Bhandaracell 4710001918

distance 0.503

#6 · Gondiacell 4760003598

distance 0.509 · cross-district

#7 · Gondiacell 4760003569

distance 0.51 · cross-district

#8 · Bhandaracell 4710001656

distance 0.513

#9 · Gondiacell 4760004194

distance 0.515 · cross-district

#10 · Gondiacell 4760004205

distance 0.521 · cross-district

#11 · Gondiacell 4760003919

distance 0.523 · cross-district

#12 · Jalgaoncell 4780007091

distance 0.524 · cross-district

#13 · Parbhanicell 4890004899

distance 0.532 · cross-district

#14 · Gondiacell 4760004247

distance 0.533 · cross-district

#15 · Gondiacell 4760003626

distance 0.534 · cross-district

#16 · Gondiacell 4760004468

distance 0.536 · cross-district

#17 · Sataracell 4940005919

distance 0.538 · cross-district

#18 · Gondiacell 4760003545

distance 0.538 · 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":4710003551}}}'

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.