Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008768

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.411

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910005004

distance 0.411 · cross-district

#2 · Punecell 4900009518

distance 0.415

#3 · Punecell 4900007897

distance 0.468

#4 · Raigadcell 4910004851

distance 0.508 · cross-district

#5 · Raigadcell 4910005415

distance 0.524 · cross-district

#6 · Punecell 4900007649

distance 0.545

#7 · Punecell 4900010033

distance 0.546

#8 · Punecell 4900010030

distance 0.55

#9 · Punecell 4900012039

distance 0.555

#10 · Punecell 4900010041

distance 0.556

#11 · Raigadcell 4910005363

distance 0.558 · cross-district

#12 · Raigadcell 4910001743

distance 0.561 · cross-district

#13 · Punecell 4900005415

distance 0.569

#14 · Raigadcell 4910005313

distance 0.569 · cross-district

#15 · Punecell 4900009100

distance 0.572

#16 · Punecell 4900009921

distance 0.584

#17 · Punecell 4900012578

distance 0.586

#18 · Punecell 4900009619

distance 0.587

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":4900008768}}}'

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.