Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005902

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 4 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.349

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006143

distance 0.349

#2 · Ahmednagarcell 4660003957

distance 0.355 · cross-district

#3 · Ahmednagarcell 4660008355

distance 0.356 · cross-district

#4 · Punecell 4900011491

distance 0.363

#5 · Punecell 4900008285

distance 0.367

#6 · Punecell 4900003900

distance 0.39

#7 · Ahmednagarcell 4660006268

distance 0.399 · cross-district

#8 · Sataracell 4940007646

distance 0.406 · cross-district

#9 · Punecell 4900003431

distance 0.406

#10 · Punecell 4900012350

distance 0.41

#11 · Nashikcell 4870004090

distance 0.413 · cross-district

#12 · Ahmednagarcell 4660013105

distance 0.414 · cross-district

#13 · Ahmednagarcell 4660008390

distance 0.416 · cross-district

#14 · Sataracell 4940007799

distance 0.418 · cross-district

#15 · Ahmednagarcell 4660012458

distance 0.42 · cross-district

#16 · Sataracell 4940004881

distance 0.42 · cross-district

#17 · Punecell 4900006283

distance 0.421

#18 · Ahmednagarcell 4660007640

distance 0.422 · 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":4900005902}}}'

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.