Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002236

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 4 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002786

distance 0.313

#2 · Hingolicell 4770002171

distance 0.325

#3 · Hingolicell 4770003178

distance 0.359

#4 · Hingolicell 4770003098

distance 0.388

#5 · Nashikcell 4870011305

distance 0.405 · cross-district

#6 · Ahmednagarcell 4660013559

distance 0.406 · cross-district

#7 · Hingolicell 4770002311

distance 0.406

#8 · Gondiacell 4760003143

distance 0.41 · cross-district

#9 · Ahmednagarcell 4660012991

distance 0.412 · cross-district

#10 · Hingolicell 4770002507

distance 0.413

#11 · Hingolicell 4770002235

distance 0.416

#12 · Hingolicell 4770002583

distance 0.417

#13 · Hingolicell 4770003100

distance 0.42

#14 · Hingolicell 4770002108

distance 0.422

#15 · Hingolicell 4770002391

distance 0.423

#16 · Hingolicell 4770002444

distance 0.423

#17 · Nashikcell 4870011062

distance 0.424 · cross-district

#18 · Nashikcell 4870010139

distance 0.425 · 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":477,"cluster_id":4770002236}}}'

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.