Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003407

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

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002507

distance 0.222

#2 · Hingolicell 4770003083

distance 0.243

#3 · Buldhanacell 4720007862

distance 0.284 · cross-district

#4 · Buldhanacell 4720007827

distance 0.315 · cross-district

#5 · Hingolicell 4770000473

distance 0.32

#6 · Buldhanacell 4720007712

distance 0.329 · cross-district

#7 · Hingolicell 4770003039

distance 0.335

#8 · Nagpurcell 4840005438

distance 0.336 · cross-district

#9 · Hingolicell 4770002166

distance 0.337

#10 · Washimcell 4990004340

distance 0.349 · cross-district

#11 · Hingolicell 4770002720

distance 0.352

#12 · Hingolicell 4770003486

distance 0.353

#13 · Hingolicell 4770002191

distance 0.356

#14 · Akolacell 4670004600

distance 0.356 · cross-district

#15 · Gondiacell 4760003145

distance 0.357 · cross-district

#16 · Hingolicell 4770003167

distance 0.358

#17 · Hingolicell 4770002647

distance 0.36

#18 · Buldhanacell 4720007723

distance 0.361 · 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":4770003407}}}'

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.