Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003539

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001134

distance 0.188 · cross-district

#2 · Akolacell 4670000821

distance 0.196 · cross-district

#3 · Nashikcell 4870008403

distance 0.199 · cross-district

#4 · Nashikcell 4870013015

distance 0.205 · cross-district

#5 · Beedcell 4700001764

distance 0.205 · cross-district

#6 · Nashikcell 4870012594

distance 0.206 · cross-district

#7 · Jalnacell 4790001189

distance 0.208 · cross-district

#8 · Nashikcell 4870011812

distance 0.209 · cross-district

#9 · Nashikcell 4870013035

distance 0.209 · cross-district

#10 · Nashikcell 4870011818

distance 0.209 · cross-district

#11 · Dharashivcell 4880000128

distance 0.209 · cross-district

#12 · Ahmednagarcell 4660006136

distance 0.21 · cross-district

#13 · Beedcell 4700005132

distance 0.212 · cross-district

#14 · Amravaticell 4680003492

distance 0.212 · cross-district

#15 · Dharashivcell 4880001136

distance 0.212 · cross-district

#16 · Hingolicell 4770000825

distance 0.214

#17 · Solapurcell 4960000079

distance 0.214 · cross-district

#18 · Jalnacell 4790003384

distance 0.215 · 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":4770003539}}}'

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.