Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003430

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001878

distance 0.156

#2 · Hingolicell 4770003031

distance 0.162

#3 · Hingolicell 4770002451

distance 0.171

#4 · Hingolicell 4770002649

distance 0.173

#5 · Hingolicell 4770001632

distance 0.186

#6 · Hingolicell 4770002659

distance 0.193

#7 · Akolacell 4670001740

distance 0.197 · cross-district

#8 · Buldhanacell 4720008103

distance 0.202 · cross-district

#9 · Hingolicell 4770002961

distance 0.202

#10 · Buldhanacell 4720008101

distance 0.205 · cross-district

#11 · Buldhanacell 4720003993

distance 0.215 · cross-district

#12 · Hingolicell 4770001568

distance 0.218

#13 · Hingolicell 4770002186

distance 0.224

#14 · Buldhanacell 4720003992

distance 0.224 · cross-district

#15 · Buldhanacell 4720007786

distance 0.225 · cross-district

#16 · Hingolicell 4770001575

distance 0.226

#17 · Washimcell 4990004288

distance 0.226 · cross-district

#18 · Amravaticell 4680004598

distance 0.228 · 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":4770003430}}}'

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.