Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005200

The MH-36 locality cells most similar to this Parbhani 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

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004726

distance 0.183

#2 · Hingolicell 4770003318

distance 0.2 · cross-district

#3 · Parbhanicell 4890004812

distance 0.216

#4 · Hingolicell 4770003039

distance 0.241 · cross-district

#5 · Amravaticell 4680002124

distance 0.242 · cross-district

#6 · Buldhanacell 4720007571

distance 0.246 · cross-district

#7 · Amravaticell 4680002844

distance 0.258 · cross-district

#8 · Parbhanicell 4890005286

distance 0.261

#9 · Parbhanicell 4890005096

distance 0.262

#10 · Amravaticell 4680002359

distance 0.263 · cross-district

#11 · Parbhanicell 4890005197

distance 0.268

#12 · Akolacell 4670002779

distance 0.272 · cross-district

#13 · Parbhanicell 4890005170

distance 0.272

#14 · Buldhanacell 4720006811

distance 0.275 · cross-district

#15 · Buldhanacell 4720004283

distance 0.275 · cross-district

#16 · Buldhanacell 4720007403

distance 0.278 · cross-district

#17 · Buldhanacell 4720007827

distance 0.288 · cross-district

#18 · Jalnacell 4790000779

distance 0.289 · 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":489,"cluster_id":4890005200}}}'

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.