Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000454

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000726

distance 0.142

#2 · Hingolicell 4770000494

distance 0.154

#3 · Hingolicell 4770000440

distance 0.157

#4 · Hingolicell 4770001669

distance 0.177

#5 · Hingolicell 4770000328

distance 0.185

#6 · Hingolicell 4770000544

distance 0.198

#7 · Nandedcell 4850007054

distance 0.201 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002247

distance 0.202 · cross-district

#9 · Hingolicell 4770000622

distance 0.204

#10 · Washimcell 4990001416

distance 0.206 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001409

distance 0.208 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000849

distance 0.209 · cross-district

#13 · Hingolicell 4770000545

distance 0.21

#14 · Washimcell 4990002200

distance 0.212 · cross-district

#15 · Akolacell 4670001023

distance 0.213 · cross-district

#16 · Parbhanicell 4890002229

distance 0.214 · cross-district

#17 · Hingolicell 4770000500

distance 0.216

#18 · Hingolicell 4770001433

distance 0.219

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":4770000454}}}'

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.