Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001780

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.302

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003858

distance 0.302 · cross-district

#2 · Nandedcell 4850002655

distance 0.309 · cross-district

#3 · Yavatmalcell 5000009659

distance 0.356 · cross-district

#4 · Akolacell 4670002169

distance 0.363 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001317

distance 0.365 · cross-district

#6 · Buldhanacell 4720006991

distance 0.366 · cross-district

#7 · Laturcell 4810003497

distance 0.374 · cross-district

#8 · Buldhanacell 4720007811

distance 0.385 · cross-district

#9 · Buldhanacell 4720007776

distance 0.397 · cross-district

#10 · Jalgaoncell 4780005100

distance 0.397 · cross-district

#11 · Amravaticell 4680003383

distance 0.4 · cross-district

#12 · Akolacell 4670004237

distance 0.403 · cross-district

#13 · Amravaticell 4680005645

distance 0.405 · cross-district

#14 · Ahmednagarcell 4660009053

distance 0.407 · cross-district

#15 · Punecell 4900001298

distance 0.407 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000202

distance 0.408 · cross-district

#17 · Jalgaoncell 4780005891

distance 0.41 · cross-district

#18 · Jalgaoncell 4780009300

distance 0.412 · 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":4890001780}}}'

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.