Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001458

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 8 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.444

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002471

distance 0.444

#2 · Hingolicell 4770001787

distance 0.449 · cross-district

#3 · Buldhanacell 4720001248

distance 0.451 · cross-district

#4 · Sataracell 4940003604

distance 0.455

#5 · Hingolicell 4770001843

distance 0.478 · cross-district

#6 · Sataracell 4940002357

distance 0.497

#7 · Nashikcell 4870000053

distance 0.497 · cross-district

#8 · Sataracell 4940001540

distance 0.5

#9 · Kolhapurcell 4800006496

distance 0.508 · cross-district

#10 · Beedcell 4700000058

distance 0.516 · cross-district

#11 · Sataracell 4940002699

distance 0.536

#12 · Beedcell 4700004615

distance 0.538 · cross-district

#13 · Beedcell 4700000096

distance 0.541 · cross-district

#14 · Solapurcell 4960009368

distance 0.547 · cross-district

#15 · Dhulecell 4740005748

distance 0.558 · cross-district

#16 · Solapurcell 4960006191

distance 0.563 · cross-district

#17 · Sataracell 4940003838

distance 0.572

#18 · Kolhapurcell 4800006451

distance 0.577 · 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":4940001458}}}'

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.