Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000833

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.515

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004456

distance 0.515 · cross-district

#2 · Sanglicell 4930000396

distance 0.529 · cross-district

#3 · Ahmednagarcell 4660012032

distance 0.537 · cross-district

#4 · Sataracell 4940000891

distance 0.541

#5 · Ahmednagarcell 4660014283

distance 0.553 · cross-district

#6 · Sataracell 4940000773

distance 0.554

#7 · Sanglicell 4930000340

distance 0.557 · cross-district

#8 · Nashikcell 4870007636

distance 0.562 · cross-district

#9 · Nashikcell 4870002842

distance 0.566 · cross-district

#10 · Washimcell 4990003859

distance 0.57 · cross-district

#11 · Chandrapurcell 4730003182

distance 0.577 · cross-district

#12 · Nandedcell 4850004666

distance 0.579 · cross-district

#13 · Sataracell 4940000661

distance 0.588

#14 · Ahmednagarcell 4660005806

distance 0.591 · cross-district

#15 · Punecell 4900001860

distance 0.594 · cross-district

#16 · Sanglicell 4930002225

distance 0.599 · cross-district

#17 · Nagpurcell 4840006720

distance 0.605 · cross-district

#18 · Buldhanacell 4720005828

distance 0.607 · 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":4940000833}}}'

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.