Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000331

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000283

distance 0.175

#2 · Sataracell 4940000167

distance 0.255

#3 · Sataracell 4940000702

distance 0.262

#4 · Sanglicell 4930004779

distance 0.279 · cross-district

#5 · Sataracell 4940001194

distance 0.291

#6 · Sataracell 4940000300

distance 0.304

#7 · Sataracell 4940000817

distance 0.308

#8 · Buldhanacell 4720008386

distance 0.317 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004465

distance 0.321 · cross-district

#10 · Sanglicell 4930005709

distance 0.322 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004369

distance 0.328 · cross-district

#12 · Sataracell 4940001190

distance 0.328

#13 · Sataracell 4940000305

distance 0.329

#14 · Ahmednagarcell 4660013219

distance 0.331 · cross-district

#15 · Sataracell 4940000611

distance 0.333

#16 · Sanglicell 4930001668

distance 0.333 · cross-district

#17 · Sataracell 4940001135

distance 0.335

#18 · Buldhanacell 4720008265

distance 0.336 · 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":4940000331}}}'

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.