Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007279

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.36

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910003535

distance 0.36 · cross-district

#2 · Punecell 4900007524

distance 0.367

#3 · Punecell 4900007156

distance 0.371

#4 · Raigadcell 4910003234

distance 0.374 · cross-district

#5 · Raigadcell 4910002798

distance 0.374 · cross-district

#6 · Raigadcell 4910003151

distance 0.381 · cross-district

#7 · Raigadcell 4910003319

distance 0.397 · cross-district

#8 · Raigadcell 4910002961

distance 0.41 · cross-district

#9 · Punecell 4900006541

distance 0.425

#10 · Punecell 4900006664

distance 0.429

#11 · Raigadcell 4910003108

distance 0.44 · cross-district

#12 · Punecell 4900007035

distance 0.446

#13 · Punecell 4900007031

distance 0.449

#14 · Raigadcell 4910003277

distance 0.449 · cross-district

#15 · Punecell 4900007157

distance 0.455

#16 · Sindhudurgcell 4950000170

distance 0.457 · cross-district

#17 · Raigadcell 4910003105

distance 0.459 · cross-district

#18 · Kolhapurcell 4800002803

distance 0.464 · 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":4900007279}}}'

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.