Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000108

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

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000284

distance 0.053

#2 · Hingolicell 4770000162

distance 0.065

#3 · Hingolicell 4770000044

distance 0.077

#4 · Hingolicell 4770000316

distance 0.077

#5 · Parbhanicell 4890002699

distance 0.079 · cross-district

#6 · Hingolicell 4770000042

distance 0.081

#7 · Hingolicell 4770000269

distance 0.081

#8 · Hingolicell 4770000325

distance 0.081

#9 · Hingolicell 4770000084

distance 0.082

#10 · Hingolicell 4770000272

distance 0.082

#11 · Hingolicell 4770000330

distance 0.083

#12 · Hingolicell 4770000063

distance 0.088

#13 · Hingolicell 4770000756

distance 0.089

#14 · Hingolicell 4770000227

distance 0.091

#15 · Hingolicell 4770000086

distance 0.095

#16 · Hingolicell 4770000324

distance 0.096

#17 · Hingolicell 4770000023

distance 0.098

#18 · Hingolicell 4770000274

distance 0.099

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":4770000108}}}'

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.