Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001563

The MH-36 locality cells most similar to this Satara 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.322

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006107

distance 0.322 · cross-district

#2 · Beedcell 4700003558

distance 0.329 · cross-district

#3 · Beedcell 4700005246

distance 0.343 · cross-district

#4 · Buldhanacell 4720001661

distance 0.352 · cross-district

#5 · Sataracell 4940001484

distance 0.362

#6 · Beedcell 4700005515

distance 0.376 · cross-district

#7 · Washimcell 4990002917

distance 0.386 · cross-district

#8 · Sataracell 4940005206

distance 0.386

#9 · Nandedcell 4850007106

distance 0.39 · cross-district

#10 · Jalnacell 4790001566

distance 0.391 · cross-district

#11 · Beedcell 4700005087

distance 0.393 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690005317

distance 0.4 · cross-district

#13 · Nashikcell 4870000783

distance 0.402 · cross-district

#14 · Beedcell 4700008809

distance 0.406 · cross-district

#15 · Beedcell 4700006822

distance 0.409 · cross-district

#16 · Dhulecell 4740000147

distance 0.409 · cross-district

#17 · Nashikcell 4870001067

distance 0.409 · cross-district

#18 · Beedcell 4700004240

distance 0.415 · 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":494,"cluster_id":4940001563}}}'

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.