Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000828

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000572

distance 0.13

#2 · Washimcell 4990002859

distance 0.161 · cross-district

#3 · Nandedcell 4850007126

distance 0.167 · cross-district

#4 · Nandedcell 4850001106

distance 0.173 · cross-district

#5 · Hingolicell 4770001589

distance 0.177

#6 · Nandedcell 4850000138

distance 0.179 · cross-district

#7 · Dharashivcell 4880001035

distance 0.181 · cross-district

#8 · Nandedcell 4850006597

distance 0.185 · cross-district

#9 · Nandedcell 4850001284

distance 0.186 · cross-district

#10 · Washimcell 4990000754

distance 0.187 · cross-district

#11 · Yavatmalcell 5000005177

distance 0.196 · cross-district

#12 · Nandedcell 4850001566

distance 0.197 · cross-district

#13 · Beedcell 4700008772

distance 0.198 · cross-district

#14 · Washimcell 4990000485

distance 0.198 · cross-district

#15 · Dharashivcell 4880000581

distance 0.198 · cross-district

#16 · Nandedcell 4850000949

distance 0.199 · cross-district

#17 · Buldhanacell 4720003575

distance 0.199 · cross-district

#18 · Dharashivcell 4880000433

distance 0.2 · 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":4770000828}}}'

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.