Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000410

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001306

distance 0.187

#2 · Hingolicell 4770000040

distance 0.189

#3 · Nandedcell 4850003925

distance 0.211 · cross-district

#4 · Washimcell 4990002284

distance 0.216 · cross-district

#5 · Hingolicell 4770000403

distance 0.217

#6 · Nandedcell 4850007810

distance 0.221 · cross-district

#7 · Hingolicell 4770000778

distance 0.229

#8 · Parbhanicell 4890002046

distance 0.231 · cross-district

#9 · Nandedcell 4850003011

distance 0.231 · cross-district

#10 · Parbhanicell 4890002877

distance 0.238 · cross-district

#11 · Hingolicell 4770001123

distance 0.242

#12 · Washimcell 4990003532

distance 0.245 · cross-district

#13 · Nandedcell 4850002919

distance 0.249 · cross-district

#14 · Laturcell 4810004793

distance 0.25 · cross-district

#15 · Ahmednagarcell 4660013955

distance 0.252 · cross-district

#16 · Hingolicell 4770003858

distance 0.252

#17 · Laturcell 4810004694

distance 0.253 · cross-district

#18 · Nandedcell 4850006265

distance 0.255 · 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":4770000410}}}'

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.