Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001649

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001784

distance 0.306

#2 · Punecell 4900001650

distance 0.375

#3 · Punecell 4900002091

distance 0.411

#4 · Punecell 4900007185

distance 0.422

#5 · Sataracell 4940006028

distance 0.445 · cross-district

#6 · Punecell 4900012528

distance 0.459

#7 · Punecell 4900013196

distance 0.467

#8 · Gondiacell 4760004425

distance 0.474 · cross-district

#9 · Gondiacell 4760003958

distance 0.474 · cross-district

#10 · Punecell 4900004370

distance 0.48

#11 · Punecell 4900007186

distance 0.481

#12 · Punecell 4900004761

distance 0.486

#13 · Punecell 4900004368

distance 0.488

#14 · Punecell 4900013362

distance 0.49

#15 · Punecell 4900002092

distance 0.49

#16 · Gondiacell 4760003568

distance 0.493 · cross-district

#17 · Punecell 4900001642

distance 0.493

#18 · Punecell 4900006087

distance 0.496

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":4900001649}}}'

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.