Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005150

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910002467

distance 0.214 · cross-district

#2 · Punecell 4900005283

distance 0.235

#3 · Raigadcell 4910002715

distance 0.319 · cross-district

#4 · Punecell 4900005284

distance 0.324

#5 · Raigadcell 4910002765

distance 0.326 · cross-district

#6 · Punecell 4900005547

distance 0.341

#7 · Punecell 4900002216

distance 0.357

#8 · Punecell 4900005560

distance 0.359

#9 · Punecell 4900006308

distance 0.361

#10 · Raigadcell 4910002067

distance 0.367 · cross-district

#11 · Punecell 4900005548

distance 0.369

#12 · Raigadcell 4910001920

distance 0.373 · cross-district

#13 · Raigadcell 4910002208

distance 0.377 · cross-district

#14 · Punecell 4900005820

distance 0.378

#15 · Punecell 4900005680

distance 0.382

#16 · Raigadcell 4910002260

distance 0.385 · cross-district

#17 · Punecell 4900006306

distance 0.391

#18 · Raigadcell 4910002416

distance 0.401 · 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":4900005150}}}'

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.