Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012621

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012692

distance 0.252

#2 · Punecell 4900012690

distance 0.302

#3 · Nashikcell 4870000645

distance 0.326 · cross-district

#4 · Nashikcell 4870000966

distance 0.342 · cross-district

#5 · Punecell 4900012758

distance 0.344

#6 · Punecell 4900001831

distance 0.364

#7 · Punecell 4900013269

distance 0.366

#8 · Punecell 4900003702

distance 0.367

#9 · Nashikcell 4870000502

distance 0.374 · cross-district

#10 · Nashikcell 4870000503

distance 0.388 · cross-district

#11 · Punecell 4900012624

distance 0.392

#12 · Nashikcell 4870000567

distance 0.392 · cross-district

#13 · Punecell 4900012550

distance 0.4

#14 · Punecell 4900004168

distance 0.406

#15 · Nashikcell 4870003350

distance 0.407 · cross-district

#16 · Nashikcell 4870009997

distance 0.413 · cross-district

#17 · Nashikcell 4870000440

distance 0.416 · cross-district

#18 · Solapurcell 4960011055

distance 0.418 · 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":4900012621}}}'

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.