Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013283

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

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006704

distance 0.266 · cross-district

#2 · Punecell 4900013276

distance 0.267

#3 · Punecell 4900010693

distance 0.286

#4 · Nashikcell 4870001629

distance 0.316 · cross-district

#5 · Sataracell 4940006805

distance 0.319 · cross-district

#6 · Ahmednagarcell 4660006842

distance 0.323 · cross-district

#7 · Punecell 4900011022

distance 0.326

#8 · Nashikcell 4870000746

distance 0.326 · cross-district

#9 · Sataracell 4940007448

distance 0.333 · cross-district

#10 · Sataracell 4940007020

distance 0.337 · cross-district

#11 · Punecell 4900013131

distance 0.338

#12 · Nashikcell 4870001713

distance 0.339 · cross-district

#13 · Punecell 4900011323

distance 0.342

#14 · Sataracell 4940008063

distance 0.349 · cross-district

#15 · Sataracell 4940006910

distance 0.35 · cross-district

#16 · Nashikcell 4870000082

distance 0.351 · cross-district

#17 · Punecell 4900010623

distance 0.351

#18 · Punecell 4900012961

distance 0.352

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":4900013283}}}'

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.