Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001277

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.416

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004708

distance 0.416

#2 · Nandedcell 4850004672

distance 0.448 · cross-district

#3 · Dharashivcell 4880000695

distance 0.459 · cross-district

#4 · Beedcell 4700008567

distance 0.462 · cross-district

#5 · Sanglicell 4930002226

distance 0.469 · cross-district

#6 · Dharashivcell 4880004872

distance 0.474 · cross-district

#7 · Thanecell 4970000104

distance 0.475 · cross-district

#8 · Punecell 4900001223

distance 0.479 · cross-district

#9 · Sataracell 4940003288

distance 0.48

#10 · Sataracell 4940000461

distance 0.481

#11 · Jalgaoncell 4780008227

distance 0.486 · cross-district

#12 · Sataracell 4940008441

distance 0.489

#13 · Sataracell 4940002376

distance 0.49

#14 · Buldhanacell 4720001912

distance 0.494 · cross-district

#15 · Sataracell 4940004580

distance 0.497

#16 · Kolhapurcell 4800004519

distance 0.501 · cross-district

#17 · Sataracell 4940004954

distance 0.501

#18 · Sataracell 4940003286

distance 0.503

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":4940001277}}}'

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.