Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009821

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

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010648

distance 0.235

#2 · Punecell 4900007990

distance 0.247

#3 · Raigadcell 4910005808

distance 0.254 · cross-district

#4 · Punecell 4900010214

distance 0.275

#5 · Punecell 4900010820

distance 0.285

#6 · Raigadcell 4910005468

distance 0.303 · cross-district

#7 · Punecell 4900010121

distance 0.326

#8 · Punecell 4900010818

distance 0.335

#9 · Punecell 4900010562

distance 0.341

#10 · Raigadcell 4910003996

distance 0.344 · cross-district

#11 · Raigadcell 4910004957

distance 0.352 · cross-district

#12 · Raigadcell 4910005667

distance 0.355 · cross-district

#13 · Punecell 4900008655

distance 0.375

#14 · Raigadcell 4910005762

distance 0.375 · cross-district

#15 · Punecell 4900007781

distance 0.378

#16 · Punecell 4900009922

distance 0.383

#17 · Raigadcell 4910005006

distance 0.387 · cross-district

#18 · Punecell 4900009619

distance 0.39

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":4900009821}}}'

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.