Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013167

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013310

distance 0.223

#2 · Punecell 4900013168

distance 0.291

#3 · Punecell 4900013304

distance 0.302

#4 · Nashikcell 4870002327

distance 0.307 · cross-district

#5 · Punecell 4900013303

distance 0.317

#6 · Punecell 4900013278

distance 0.346

#7 · Ahmednagarcell 4660010511

distance 0.368 · cross-district

#8 · Sataracell 4940006804

distance 0.375 · cross-district

#9 · Nashikcell 4870000094

distance 0.399 · cross-district

#10 · Nashikcell 4870011523

distance 0.418 · cross-district

#11 · Nashikcell 4870000394

distance 0.432 · cross-district

#12 · Sataracell 4940006035

distance 0.433 · cross-district

#13 · Ahmednagarcell 4660009147

distance 0.434 · cross-district

#14 · Nashikcell 4870000050

distance 0.44 · cross-district

#15 · Nashikcell 4870010653

distance 0.442 · cross-district

#16 · Ahmednagarcell 4660013379

distance 0.442 · cross-district

#17 · Nashikcell 4870008637

distance 0.446 · cross-district

#18 · Sataracell 4940008165

distance 0.446 · 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":4900013167}}}'

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.