Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001394

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001393

distance 0.113

#2 · Hingolicell 4770001682

distance 0.116

#3 · Hingolicell 4770001560

distance 0.137

#4 · Hingolicell 4770001392

distance 0.139

#5 · Hingolicell 4770001391

distance 0.161

#6 · Hingolicell 4770001449

distance 0.166

#7 · Amravaticell 4680007662

distance 0.176 · cross-district

#8 · Buldhanacell 4720005924

distance 0.178 · cross-district

#9 · Hingolicell 4770001514

distance 0.179

#10 · Hingolicell 4770001097

distance 0.181

#11 · Hingolicell 4770001627

distance 0.183

#12 · Hingolicell 4770001447

distance 0.184

#13 · Jalgaoncell 4780002575

distance 0.185 · cross-district

#14 · Hingolicell 4770001333

distance 0.185

#15 · Jalgaoncell 4780002677

distance 0.187 · cross-district

#16 · Buldhanacell 4720007940

distance 0.188 · cross-district

#17 · Hingolicell 4770000910

distance 0.191

#18 · Washimcell 4990003386

distance 0.191 · 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":4770001394}}}'

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.