Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003881

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003944

distance 0.107

#2 · Hingolicell 4770003946

distance 0.11

#3 · Hingolicell 4770003918

distance 0.116

#4 · Washimcell 4990000744

distance 0.117 · cross-district

#5 · Hingolicell 4770003915

distance 0.13

#6 · Hingolicell 4770003947

distance 0.131

#7 · Washimcell 4990000743

distance 0.134 · cross-district

#8 · Washimcell 4990000835

distance 0.136 · cross-district

#9 · Washimcell 4990003137

distance 0.137 · cross-district

#10 · Washimcell 4990000393

distance 0.14 · cross-district

#11 · Washimcell 4990002117

distance 0.141 · cross-district

#12 · Washimcell 4990002022

distance 0.143 · cross-district

#13 · Washimcell 4990000525

distance 0.145 · cross-district

#14 · Parbhanicell 4890002148

distance 0.146 · cross-district

#15 · Washimcell 4990000832

distance 0.147 · cross-district

#16 · Washimcell 4990002551

distance 0.147 · cross-district

#17 · Solapurcell 4960004650

distance 0.148 · cross-district

#18 · Washimcell 4990000454

distance 0.15 · 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":4770003881}}}'

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.