Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001279

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700009012

distance 0.249 · cross-district

#2 · Akolacell 4670002975

distance 0.264 · cross-district

#3 · Nagpurcell 4840008147

distance 0.273 · cross-district

#4 · Jalgaoncell 4780003852

distance 0.275 · cross-district

#5 · Buldhanacell 4720003577

distance 0.275 · cross-district

#6 · Akolacell 4670001878

distance 0.281 · cross-district

#7 · Jalnacell 4790001201

distance 0.283 · cross-district

#8 · Jalgaoncell 4780007095

distance 0.283 · cross-district

#9 · Buldhanacell 4720007226

distance 0.284 · cross-district

#10 · Amravaticell 4680004302

distance 0.284 · cross-district

#11 · Amravaticell 4680001090

distance 0.286 · cross-district

#12 · Beedcell 4700009015

distance 0.287 · cross-district

#13 · Hingolicell 4770000153

distance 0.289

#14 · Buldhanacell 4720004382

distance 0.292 · cross-district

#15 · Buldhanacell 4720000017

distance 0.294 · cross-district

#16 · Washimcell 4990003413

distance 0.294 · cross-district

#17 · Akolacell 4670000601

distance 0.294 · cross-district

#18 · Nandedcell 4850000957

distance 0.295 · 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":4770001279}}}'

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.