Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002444

The MH-36 locality cells most similar to this Hingoli 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002583

distance 0.182

#2 · Hingolicell 4770002391

distance 0.281

#3 · Buldhanacell 4720004317

distance 0.309 · cross-district

#4 · Hingolicell 4770002115

distance 0.312

#5 · Amravaticell 4680004216

distance 0.319 · cross-district

#6 · Akolacell 4670003991

distance 0.327 · cross-district

#7 · Hingolicell 4770002650

distance 0.327

#8 · Hingolicell 4770002720

distance 0.329

#9 · Hingolicell 4770001746

distance 0.329

#10 · Amravaticell 4680003337

distance 0.348 · cross-district

#11 · Parbhanicell 4890004301

distance 0.352 · cross-district

#12 · Hingolicell 4770000379

distance 0.353

#13 · Hingolicell 4770000240

distance 0.354

#14 · Hingolicell 4770002454

distance 0.355

#15 · Gondiacell 4760003374

distance 0.357 · cross-district

#16 · Hingolicell 4770002450

distance 0.357

#17 · Hingolicell 4770002647

distance 0.359

#18 · Hingolicell 4770002661

distance 0.36

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":477,"cluster_id":4770002444}}}'

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.