Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000347

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 4770000148

distance 0.053

#2 · Hingolicell 4770000356

distance 0.08

#3 · Nandedcell 4850006259

distance 0.088 · cross-district

#4 · Nandedcell 4850006014

distance 0.088 · cross-district

#5 · Hingolicell 4770000259

distance 0.09

#6 · Hingolicell 4770000260

distance 0.093

#7 · Nandedcell 4850005402

distance 0.098 · cross-district

#8 · Hingolicell 4770000308

distance 0.098

#9 · Hingolicell 4770000099

distance 0.1

#10 · Nandedcell 4850006092

distance 0.102 · cross-district

#11 · Hingolicell 4770000177

distance 0.104

#12 · Hingolicell 4770000078

distance 0.105

#13 · Nandedcell 4850006086

distance 0.111 · cross-district

#14 · Hingolicell 4770000348

distance 0.113

#15 · Hingolicell 4770000358

distance 0.114

#16 · Nandedcell 4850005772

distance 0.119 · cross-district

#17 · Nandedcell 4850005124

distance 0.122 · cross-district

#18 · Nandedcell 4850005849

distance 0.124 · 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":4770000347}}}'

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.