Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000899

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001850

distance 0.267 · cross-district

#2 · Nandedcell 4850003403

distance 0.268 · cross-district

#3 · Ahmednagarcell 4660007968

distance 0.292 · cross-district

#4 · Ahmednagarcell 4660005959

distance 0.295 · cross-district

#5 · Parbhanicell 4890001137

distance 0.308

#6 · Ahmednagarcell 4660007974

distance 0.315 · cross-district

#7 · Dharashivcell 4880003134

distance 0.328 · cross-district

#8 · Nandedcell 4850000279

distance 0.33 · cross-district

#9 · Ahmednagarcell 4660006429

distance 0.332 · cross-district

#10 · Laturcell 4810005569

distance 0.334 · cross-district

#11 · Ahmednagarcell 4660005875

distance 0.337 · cross-district

#12 · Parbhanicell 4890000524

distance 0.344

#13 · Parbhanicell 4890000697

distance 0.346

#14 · Buldhanacell 4720001380

distance 0.35 · cross-district

#15 · Beedcell 4700002561

distance 0.351 · cross-district

#16 · Buldhanacell 4720000639

distance 0.352 · cross-district

#17 · Parbhanicell 4890000707

distance 0.353

#18 · Ahmednagarcell 4660006309

distance 0.353 · 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":4890000899}}}'

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.