Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009531

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

0.355

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010231

distance 0.355

#2 · Punecell 4900010828

distance 0.357

#3 · Punecell 4900010233

distance 0.387

#4 · Raigadcell 4910005846

distance 0.396 · cross-district

#5 · Punecell 4900011222

distance 0.398

#6 · Punecell 4900010140

distance 0.402

#7 · Punecell 4900009847

distance 0.407

#8 · Punecell 4900011251

distance 0.408

#9 · Punecell 4900010230

distance 0.41

#10 · Punecell 4900010331

distance 0.412

#11 · Punecell 4900010687

distance 0.412

#12 · Punecell 4900009945

distance 0.413

#13 · Punecell 4900008669

distance 0.418

#14 · Punecell 4900010997

distance 0.422

#15 · Punecell 4900008115

distance 0.423

#16 · Punecell 4900008106

distance 0.425

#17 · Punecell 4900010669

distance 0.428

#18 · Punecell 4900011383

distance 0.436

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":4900009531}}}'

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.