Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000601

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.637

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001239

distance 0.637

#2 · Nashikcell 4870001930

distance 0.66 · cross-district

#3 · Punecell 4900003028

distance 0.665 · cross-district

#4 · Punecell 4900005129

distance 0.683 · cross-district

#5 · Ratnagiricell 4920004721

distance 0.683 · cross-district

#6 · Punecell 4900005260

distance 0.684 · cross-district

#7 · Nashikcell 4870001749

distance 0.705 · cross-district

#8 · Ahmednagarcell 4660006044

distance 0.713 · cross-district

#9 · Ratnagiricell 4920005241

distance 0.728 · cross-district

#10 · Sataracell 4940008894

distance 0.731

#11 · Dhulecell 4740000674

distance 0.733 · cross-district

#12 · Laturcell 4810003156

distance 0.741 · cross-district

#13 · Ratnagiricell 4920005181

distance 0.751 · cross-district

#14 · Buldhanacell 4720002792

distance 0.753 · cross-district

#15 · Nagpurcell 4840002695

distance 0.764 · cross-district

#16 · Nashikcell 4870003275

distance 0.776 · cross-district

#17 · Ahmednagarcell 4660005924

distance 0.778 · cross-district

#18 · Nashikcell 4870001838

distance 0.778 · 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":4940000601}}}'

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.