Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000058

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004031

distance 0.231 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690006814

distance 0.245 · cross-district

#3 · Buldhanacell 4720008388

distance 0.251 · cross-district

#4 · Buldhanacell 4720008399

distance 0.261 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690006739

distance 0.261 · cross-district

#6 · Sataracell 4940000554

distance 0.265

#7 · Sanglicell 4930004634

distance 0.266 · cross-district

#8 · Sataracell 4940000123

distance 0.268

#9 · Chhatrapati Sambhajinagarcell 4690006740

distance 0.269 · cross-district

#10 · Amravaticell 4680005552

distance 0.287 · cross-district

#11 · Sanglicell 4930004490

distance 0.289 · cross-district

#12 · Sanglicell 4930004489

distance 0.294 · cross-district

#13 · Sataracell 4940000454

distance 0.296

#14 · Sataracell 4940000455

distance 0.298

#15 · Amravaticell 4680005808

distance 0.299 · cross-district

#16 · Sataracell 4940000244

distance 0.299

#17 · Beedcell 4700007000

distance 0.299 · cross-district

#18 · Buldhanacell 4720008421

distance 0.304 · 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":4940000058}}}'

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.