Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013254

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013288

distance 0.27

#2 · Raigadcell 4910000477

distance 0.323 · cross-district

#3 · Punecell 4900013287

distance 0.334

#4 · Thanecell 4970001691

distance 0.345 · cross-district

#5 · Punecell 4900013165

distance 0.356

#6 · Raigadcell 4910000381

distance 0.359 · cross-district

#7 · Punecell 4900000302

distance 0.361

#8 · Punecell 4900013044

distance 0.367

#9 · Raigadcell 4910000380

distance 0.374 · cross-district

#10 · Raigadcell 4910000338

distance 0.378 · cross-district

#11 · Raigadcell 4910000476

distance 0.385 · cross-district

#12 · Punecell 4900013112

distance 0.385

#13 · Raigadcell 4910000339

distance 0.392 · cross-district

#14 · Thanecell 4970001692

distance 0.402 · cross-district

#15 · Punecell 4900013164

distance 0.403

#16 · Raigadcell 4910000298

distance 0.411 · cross-district

#17 · Ratnagiricell 4920004740

distance 0.413 · cross-district

#18 · Raigadcell 4910000427

distance 0.424 · 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":4900013254}}}'

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.