Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000100

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003238

distance 0.261 · cross-district

#2 · Dharashivcell 4880003454

distance 0.279 · cross-district

#3 · Beedcell 4700008933

distance 0.279 · cross-district

#4 · Buldhanacell 4720000474

distance 0.293 · cross-district

#5 · Kolhapurcell 4800005844

distance 0.305 · cross-district

#6 · Laturcell 4810005607

distance 0.319 · cross-district

#7 · Beedcell 4700004384

distance 0.32 · cross-district

#8 · Ahmednagarcell 4660008623

distance 0.321 · cross-district

#9 · Dharashivcell 4880003095

distance 0.323 · cross-district

#10 · Buldhanacell 4720002298

distance 0.324 · cross-district

#11 · Solapurcell 4960006459

distance 0.325 · cross-district

#12 · Beedcell 4700002196

distance 0.326 · cross-district

#13 · Washimcell 4990001083

distance 0.329 · cross-district

#14 · Parbhanicell 4890000169

distance 0.329

#15 · Laturcell 4810005892

distance 0.33 · cross-district

#16 · Nandedcell 4850003008

distance 0.331 · cross-district

#17 · Parbhanicell 4890000461

distance 0.332

#18 · Laturcell 4810002489

distance 0.332 · 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":4890000100}}}'

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.