Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001271

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.365

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001550

distance 0.365

#2 · Nagpurcell 4840008494

distance 0.367 · cross-district

#3 · Ratnagiricell 4920004972

distance 0.369 · cross-district

#4 · Nashikcell 4870008141

distance 0.394 · cross-district

#5 · Amravaticell 4680009889

distance 0.399 · cross-district

#6 · Ahmednagarcell 4660009822

distance 0.408 · cross-district

#7 · Sataracell 4940004684

distance 0.41

#8 · Buldhanacell 4720004597

distance 0.416 · cross-district

#9 · Sataracell 4940000626

distance 0.418

#10 · Ratnagiricell 4920005337

distance 0.418 · cross-district

#11 · Sataracell 4940007299

distance 0.42

#12 · Ratnagiricell 4920005948

distance 0.424 · cross-district

#13 · Ratnagiricell 4920005769

distance 0.424 · cross-district

#14 · Sataracell 4940006975

distance 0.425

#15 · Ratnagiricell 4920006082

distance 0.426 · cross-district

#16 · Sataracell 4940005058

distance 0.428

#17 · Punecell 4900012587

distance 0.429 · cross-district

#18 · Amravaticell 4680007648

distance 0.431 · 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":4940001271}}}'

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.