Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004726

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 10 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 4890005200

distance 0.183

#2 · Parbhanicell 4890004812

distance 0.246

#3 · Buldhanacell 4720004283

distance 0.254 · cross-district

#4 · Parbhanicell 4890005096

distance 0.299

#5 · Buldhanacell 4720007571

distance 0.3 · cross-district

#6 · Akolacell 4670002779

distance 0.308 · cross-district

#7 · Buldhanacell 4720006811

distance 0.31 · cross-district

#8 · Hingolicell 4770003318

distance 0.311 · cross-district

#9 · Buldhanacell 4720005350

distance 0.318 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006994

distance 0.32 · cross-district

#11 · Jalnacell 4790000779

distance 0.323 · cross-district

#12 · Amravaticell 4680008518

distance 0.325 · cross-district

#13 · Amravaticell 4680002124

distance 0.327 · cross-district

#14 · Yavatmalcell 5000004979

distance 0.332 · cross-district

#15 · Buldhanacell 4720005228

distance 0.332 · cross-district

#16 · Chandrapurcell 4730003675

distance 0.334 · cross-district

#17 · Beedcell 4700005620

distance 0.341 · cross-district

#18 · Buldhanacell 4720004298

distance 0.341 · 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":4890004726}}}'

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.