Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000412

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.305

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000988

distance 0.305 · cross-district

#2 · Bhandaracell 4710000100

distance 0.321

#3 · Gondiacell 4760001045

distance 0.327 · cross-district

#4 · Chandrapurcell 4730009754

distance 0.329 · cross-district

#5 · Bhandaracell 4710000415

distance 0.34

#6 · Gondiacell 4760000690

distance 0.34 · cross-district

#7 · Bhandaracell 4710003462

distance 0.343

#8 · Gadchirolicell 4750010507

distance 0.347 · cross-district

#9 · Chandrapurcell 4730008577

distance 0.351 · cross-district

#10 · Chandrapurcell 4730009209

distance 0.352 · cross-district

#11 · Chandrapurcell 4730008628

distance 0.354 · cross-district

#12 · Chandrapurcell 4730009661

distance 0.354 · cross-district

#13 · Chandrapurcell 4730009667

distance 0.358 · cross-district

#14 · Chandrapurcell 4730009443

distance 0.361 · cross-district

#15 · Chandrapurcell 4730009603

distance 0.371 · cross-district

#16 · Bhandaracell 4710000362

distance 0.373

#17 · Bhandaracell 4710000456

distance 0.375

#18 · Chandrapurcell 4730009558

distance 0.379 · 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":4710000412}}}'

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.