Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000898

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002989

distance 0.279 · cross-district

#2 · Dharashivcell 4880003103

distance 0.297 · cross-district

#3 · Dharashivcell 4880003908

distance 0.316 · cross-district

#4 · Nandedcell 4850002634

distance 0.318 · cross-district

#5 · Buldhanacell 4720001843

distance 0.329 · cross-district

#6 · Dharashivcell 4880001494

distance 0.344 · cross-district

#7 · Laturcell 4810001087

distance 0.351 · cross-district

#8 · Beedcell 4700007968

distance 0.355 · cross-district

#9 · Parbhanicell 4890001140

distance 0.356

#10 · Buldhanacell 4720002092

distance 0.359 · cross-district

#11 · Jalnacell 4790000357

distance 0.359 · cross-district

#12 · Ahmednagarcell 4660005958

distance 0.36 · cross-district

#13 · Ahmednagarcell 4660011116

distance 0.368 · cross-district

#14 · Nandedcell 4850001134

distance 0.369 · cross-district

#15 · Parbhanicell 4890000139

distance 0.37

#16 · Chhatrapati Sambhajinagarcell 4690005660

distance 0.371 · cross-district

#17 · Buldhanacell 4720000431

distance 0.373 · cross-district

#18 · Ahmednagarcell 4660012030

distance 0.376 · 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":4890000898}}}'

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.