Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001501

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

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001086

distance 0.079

#2 · Hingolicell 4770001498

distance 0.082

#3 · Nandedcell 4850007813

distance 0.083 · cross-district

#4 · Hingolicell 4770001148

distance 0.085

#5 · Hingolicell 4770001556

distance 0.087

#6 · Nandedcell 4850007675

distance 0.089 · cross-district

#7 · Hingolicell 4770001495

distance 0.091

#8 · Hingolicell 4770001496

distance 0.093

#9 · Hingolicell 4770001209

distance 0.093

#10 · Hingolicell 4770001206

distance 0.093

#11 · Nandedcell 4850007679

distance 0.095 · cross-district

#12 · Hingolicell 4770001088

distance 0.097

#13 · Nandedcell 4850007520

distance 0.098 · cross-district

#14 · Hingolicell 4770001207

distance 0.099

#15 · Nandedcell 4850007580

distance 0.1 · cross-district

#16 · Hingolicell 4770001149

distance 0.101

#17 · Nandedcell 4850007757

distance 0.101 · cross-district

#18 · Hingolicell 4770001557

distance 0.102

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":4770001501}}}'

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.