Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009429

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009835

distance 0.205

#2 · Raigadcell 4910005262

distance 0.256 · cross-district

#3 · Punecell 4900009838

distance 0.277

#4 · Raigadcell 4910005701

distance 0.279 · cross-district

#5 · Punecell 4900009330

distance 0.295

#6 · Raigadcell 4910005211

distance 0.296 · cross-district

#7 · Punecell 4900009729

distance 0.296

#8 · Punecell 4900009733

distance 0.306

#9 · Punecell 4900009637

distance 0.329

#10 · Raigadcell 4910005260

distance 0.334 · cross-district

#11 · Punecell 4900008463

distance 0.339

#12 · Raigadcell 4910005805

distance 0.341 · cross-district

#13 · Raigadcell 4910005908

distance 0.346 · cross-district

#14 · Raigadcell 4910005401

distance 0.348 · cross-district

#15 · Raigadcell 4910005915

distance 0.349 · cross-district

#16 · Raigadcell 4910005261

distance 0.352 · cross-district

#17 · Punecell 4900008672

distance 0.352

#18 · Raigadcell 4910005302

distance 0.358 · 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":4900009429}}}'

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.