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Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001637

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
18
across 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.225
lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000021
distance 0.225
#2 · Hingolicell 4770001636
distance 0.241
#3 · Hingolicell 4770002948
distance 0.245
#4 · Hingolicell 4770000684
distance 0.253
#5 · Hingolicell 4770000067
distance 0.255
#6 · Hingolicell 4770001102
distance 0.265
#7 · Hingolicell 4770000985
distance 0.285
#8 · Hingolicell 4770001398
distance 0.289
#9 · Hingolicell 4770000794
distance 0.291
#10 · Hingolicell 4770000698
distance 0.291
#11 · Hingolicell 4770001815
distance 0.295
#12 · Hingolicell 4770002801
distance 0.298
#13 · Hingolicell 4770000688
distance 0.298
#14 · Hingolicell 4770000541
distance 0.301
#15 · Hingolicell 4770001338
distance 0.302
#16 · Hingolicell 4770000810
distance 0.302
#17 · Hingolicell 4770000537
distance 0.303
#18 · Nandedcell 4850007940
distance 0.303 · 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":4770001637}}}'
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.