Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013352

The MH-36 locality cells most similar to this Pune 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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870000059

distance 0.294 · cross-district

#2 · Punecell 4900013353

distance 0.328

#3 · Punecell 4900013371

distance 0.329

#4 · Ahmednagarcell 4660013679

distance 0.34 · cross-district

#5 · Nashikcell 4870000273

distance 0.36 · cross-district

#6 · Punecell 4900013027

distance 0.364

#7 · Ahmednagarcell 4660011955

distance 0.379 · cross-district

#8 · Nashikcell 4870000080

distance 0.388 · cross-district

#9 · Nashikcell 4870009715

distance 0.407 · cross-district

#10 · Nashikcell 4870000186

distance 0.411 · cross-district

#11 · Ahmednagarcell 4660006707

distance 0.414 · cross-district

#12 · Ahmednagarcell 4660011791

distance 0.416 · cross-district

#13 · Nashikcell 4870000454

distance 0.418 · cross-district

#14 · Ahmednagarcell 4660012849

distance 0.423 · cross-district

#15 · Ahmednagarcell 4660012570

distance 0.424 · cross-district

#16 · Nashikcell 4870000729

distance 0.43 · cross-district

#17 · Ahmednagarcell 4660013743

distance 0.433 · cross-district

#18 · Nashikcell 4870002155

distance 0.442 · 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":490,"cluster_id":4900013352}}}'

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.