Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012391

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012530

distance 0.217

#2 · Punecell 4900012604

distance 0.221

#3 · Punecell 4900013120

distance 0.23

#4 · Punecell 4900012605

distance 0.309

#5 · Punecell 4900012677

distance 0.313

#6 · Punecell 4900000313

distance 0.319

#7 · Punecell 4900012531

distance 0.321

#8 · Beedcell 4700009045

distance 0.326 · cross-district

#9 · Sataracell 4940006781

distance 0.328 · cross-district

#10 · Punecell 4900012799

distance 0.328

#11 · Punecell 4900012389

distance 0.328

#12 · Punecell 4900013155

distance 0.33

#13 · Thanecell 4970001775

distance 0.332 · cross-district

#14 · Punecell 4900013021

distance 0.336

#15 · Punecell 4900012322

distance 0.336

#16 · Punecell 4900012319

distance 0.339

#17 · Chhatrapati Sambhajinagarcell 4690000831

distance 0.341 · cross-district

#18 · Punecell 4900012601

distance 0.343

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":4900012391}}}'

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.