Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004759

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.478

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005195

distance 0.478

#2 · Punecell 4900006825

distance 0.522

#3 · Punecell 4900001382

distance 0.554

#4 · Punecell 4900007680

distance 0.555

#5 · Punecell 4900005051

distance 0.585

#6 · Punecell 4900006219

distance 0.609

#7 · Punecell 4900004231

distance 0.61

#8 · Punecell 4900007298

distance 0.61

#9 · Punecell 4900004912

distance 0.612

#10 · Punecell 4900006205

distance 0.617

#11 · Punecell 4900005584

distance 0.625

#12 · Punecell 4900007065

distance 0.626

#13 · Punecell 4900003811

distance 0.635

#14 · Punecell 4900006816

distance 0.645

#15 · Punecell 4900009318

distance 0.651

#16 · Punecell 4900009101

distance 0.657

#17 · Punecell 4900005318

distance 0.658

#18 · Raigadcell 4910005255

distance 0.666 · 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":4900004759}}}'

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.