Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009522

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

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009419

distance 0.263

#2 · Punecell 4900009822

distance 0.266

#3 · Punecell 4900010477

distance 0.333

#4 · Punecell 4900009924

distance 0.361

#5 · Punecell 4900009520

distance 0.37

#6 · Punecell 4900009620

distance 0.386

#7 · Punecell 4900010825

distance 0.393

#8 · Punecell 4900009621

distance 0.393

#9 · Punecell 4900009927

distance 0.397

#10 · Punecell 4900011061

distance 0.408

#11 · Raigadcell 4910004957

distance 0.412 · cross-district

#12 · Raigadcell 4910005212

distance 0.425 · cross-district

#13 · Punecell 4900010748

distance 0.427

#14 · Punecell 4900011518

distance 0.428

#15 · Punecell 4900010820

distance 0.428

#16 · Punecell 4900008769

distance 0.431

#17 · Punecell 4900010123

distance 0.434

#18 · Punecell 4900011361

distance 0.434

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":4900009522}}}'

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.