Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001082

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

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001021

distance 0.086

#2 · Hingolicell 4770000903

distance 0.091

#3 · Hingolicell 4770000960

distance 0.091

#4 · Hingolicell 4770001557

distance 0.099

#5 · Hingolicell 4770001020

distance 0.102

#6 · Hingolicell 4770000761

distance 0.103

#7 · Hingolicell 4770001251

distance 0.108

#8 · Hingolicell 4770000785

distance 0.108

#9 · Hingolicell 4770001129

distance 0.109

#10 · Hingolicell 4770000963

distance 0.111

#11 · Hingolicell 4770000711

distance 0.114

#12 · Hingolicell 4770000763

distance 0.116

#13 · Hingolicell 4770000784

distance 0.118

#14 · Hingolicell 4770001083

distance 0.119

#15 · Nandedcell 4850006899

distance 0.119 · cross-district

#16 · Hingolicell 4770000709

distance 0.123

#17 · Nandedcell 4850007788

distance 0.123 · cross-district

#18 · Hingolicell 4770000769

distance 0.123

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":4770001082}}}'

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.