Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001953

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

0.067

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001896

distance 0.067

#2 · Hingolicell 4770002018

distance 0.068

#3 · Nandedcell 4850008010

distance 0.07 · cross-district

#4 · Hingolicell 4770001956

distance 0.075

#5 · Hingolicell 4770002013

distance 0.079

#6 · Hingolicell 4770000815

distance 0.082

#7 · Hingolicell 4770000756

distance 0.083

#8 · Hingolicell 4770000705

distance 0.084

#9 · Nandedcell 4850007984

distance 0.084 · cross-district

#10 · Hingolicell 4770000755

distance 0.084

#11 · Hingolicell 4770000753

distance 0.086

#12 · Nandedcell 4850008017

distance 0.091 · cross-district

#13 · Nandedcell 4850007985

distance 0.094 · cross-district

#14 · Hingolicell 4770000600

distance 0.102

#15 · Nandedcell 4850008059

distance 0.104 · cross-district

#16 · Hingolicell 4770001839

distance 0.105

#17 · Hingolicell 4770000706

distance 0.106

#18 · Nandedcell 4850007960

distance 0.106 · 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":4770001953}}}'

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.