Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003418

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

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003223

distance 0.085

#2 · Bhandaracell 4710003197

distance 0.111

#3 · Bhandaracell 4710003241

distance 0.149

#4 · Bhandaracell 4710003179

distance 0.179

#5 · Gondiacell 4760003775

distance 0.181 · cross-district

#6 · Bhandaracell 4710003600

distance 0.181

#7 · Bhandaracell 4710003461

distance 0.182

#8 · Bhandaracell 4710003196

distance 0.186

#9 · Gondiacell 4760003871

distance 0.187 · cross-district

#10 · Bhandaracell 4710003135

distance 0.19

#11 · Bhandaracell 4710003459

distance 0.19

#12 · Gondiacell 4760003193

distance 0.192 · cross-district

#13 · Bhandaracell 4710003604

distance 0.193

#14 · Bhandaracell 4710002489

distance 0.193

#15 · Bhandaracell 4710002349

distance 0.194

#16 · Bhandaracell 4710002966

distance 0.197

#17 · Gondiacell 4760003616

distance 0.198 · cross-district

#18 · Gondiacell 4760003614

distance 0.201 · 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":4710003418}}}'

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.