Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012906

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.382

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006142

distance 0.382

#2 · Ahmednagarcell 4660009831

distance 0.394 · cross-district

#3 · Ahmednagarcell 4660007139

distance 0.398 · cross-district

#4 · Punecell 4900002123

distance 0.412

#5 · Punecell 4900004974

distance 0.413

#6 · Punecell 4900003430

distance 0.42

#7 · Punecell 4900005488

distance 0.422

#8 · Ahmednagarcell 4660008202

distance 0.428 · cross-district

#9 · Punecell 4900004286

distance 0.433

#10 · Ahmednagarcell 4660006277

distance 0.436 · cross-district

#11 · Ahmednagarcell 4660005774

distance 0.439 · cross-district

#12 · Punecell 4900003719

distance 0.439

#13 · Ahmednagarcell 4660006994

distance 0.445 · cross-district

#14 · Ahmednagarcell 4660006279

distance 0.446 · cross-district

#15 · Ahmednagarcell 4660007143

distance 0.446 · cross-district

#16 · Ahmednagarcell 4660007439

distance 0.448 · cross-district

#17 · Ahmednagarcell 4660004418

distance 0.454 · cross-district

#18 · Nashikcell 4870006745

distance 0.461 · 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":4900012906}}}'

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.