Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003261

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.302

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002513

distance 0.302

#2 · Hingolicell 4770002112

distance 0.309

#3 · Gondiacell 4760001875

distance 0.323 · cross-district

#4 · Hingolicell 4770002042

distance 0.325

#5 · Hingolicell 4770002578

distance 0.334

#6 · Hingolicell 4770002509

distance 0.34

#7 · Hingolicell 4770002949

distance 0.343

#8 · Hingolicell 4770002866

distance 0.343

#9 · Hingolicell 4770002510

distance 0.345

#10 · Hingolicell 4770002301

distance 0.35

#11 · Hingolicell 4770002847

distance 0.352

#12 · Hingolicell 4770001857

distance 0.358

#13 · Hingolicell 4770003264

distance 0.359

#14 · Hingolicell 4770002781

distance 0.359

#15 · Hingolicell 4770002561

distance 0.359

#16 · Hingolicell 4770002097

distance 0.36

#17 · Hingolicell 4770002564

distance 0.362

#18 · Hingolicell 4770001922

distance 0.369

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":4770003261}}}'

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.