Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002732

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002437

distance 0.178

#2 · Punecell 4900005241

distance 0.186

#3 · Punecell 4900005498

distance 0.214

#4 · Punecell 4900005371

distance 0.22

#5 · Punecell 4900005110

distance 0.226

#6 · Punecell 4900001411

distance 0.227

#7 · Sataracell 4940008082

distance 0.233 · cross-district

#8 · Sataracell 4940005414

distance 0.233 · cross-district

#9 · Nashikcell 4870002282

distance 0.234 · cross-district

#10 · Punecell 4900005497

distance 0.238

#11 · Punecell 4900012358

distance 0.241

#12 · Punecell 4900004573

distance 0.243

#13 · Punecell 4900005240

distance 0.247

#14 · Ahmednagarcell 4660006586

distance 0.247 · cross-district

#15 · Punecell 4900004691

distance 0.261

#16 · Sataracell 4940005417

distance 0.262 · cross-district

#17 · Punecell 4900001691

distance 0.262

#18 · Punecell 4900012711

distance 0.263

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":4900002732}}}'

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.