Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001181

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760002965

distance 0.115 · cross-district

#2 · Bhandaracell 4710002321

distance 0.115

#3 · Gondiacell 4760002465

distance 0.116 · cross-district

#4 · Gondiacell 4760003215

distance 0.117 · cross-district

#5 · Gondiacell 4760002632

distance 0.117 · cross-district

#6 · Gondiacell 4760002964

distance 0.118 · cross-district

#7 · Gondiacell 4760002963

distance 0.12 · cross-district

#8 · Gondiacell 4760002797

distance 0.122 · cross-district

#9 · Gondiacell 4760003054

distance 0.122 · cross-district

#10 · Gondiacell 4760002795

distance 0.124 · cross-district

#11 · Gondiacell 4760002710

distance 0.126 · cross-district

#12 · Bhandaracell 4710002324

distance 0.127

#13 · Bhandaracell 4710002418

distance 0.127

#14 · Gondiacell 4760002712

distance 0.13 · cross-district

#15 · Gondiacell 4760002453

distance 0.13 · cross-district

#16 · Bhandaracell 4710002420

distance 0.131

#17 · Gondiacell 4760002794

distance 0.133 · cross-district

#18 · Bhandaracell 4710001645

distance 0.133

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":4710001181}}}'

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.