Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003871

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000162

distance 0.165 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690001418

distance 0.189 · cross-district

#3 · Buldhanacell 4720006829

distance 0.192 · cross-district

#4 · Dharashivcell 4880003070

distance 0.197 · cross-district

#5 · Buldhanacell 4720006455

distance 0.198 · cross-district

#6 · Buldhanacell 4720006093

distance 0.198 · cross-district

#7 · Hingolicell 4770003517

distance 0.198

#8 · Buldhanacell 4720005730

distance 0.2 · cross-district

#9 · Buldhanacell 4720006830

distance 0.204 · cross-district

#10 · Buldhanacell 4720003687

distance 0.205 · cross-district

#11 · Akolacell 4670003595

distance 0.205 · cross-district

#12 · Amravaticell 4680005164

distance 0.206 · cross-district

#13 · Akolacell 4670000993

distance 0.208 · cross-district

#14 · Solapurcell 4960004615

distance 0.211 · cross-district

#15 · Buldhanacell 4720004339

distance 0.211 · cross-district

#16 · Washimcell 4990000315

distance 0.212 · cross-district

#17 · Washimcell 4990000807

distance 0.214 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001874

distance 0.214 · 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":4770003871}}}'

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.