Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008989

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 4 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008879

distance 0.222

#2 · Raigadcell 4910004527

distance 0.335 · cross-district

#3 · Punecell 4900007878

distance 0.336

#4 · Raigadcell 4910004485

distance 0.342 · cross-district

#5 · Raigadcell 4910003583

distance 0.368 · cross-district

#6 · Raigadcell 4910003680

distance 0.369 · cross-district

#7 · Thanecell 4970003474

distance 0.372 · cross-district

#8 · Thanecell 4970003528

distance 0.385 · cross-district

#9 · Raigadcell 4910004553

distance 0.403 · cross-district

#10 · Raigadcell 4910004443

distance 0.41 · cross-district

#11 · Ratnagiricell 4920006337

distance 0.411 · cross-district

#12 · Ratnagiricell 4920001067

distance 0.413 · cross-district

#13 · Raigadcell 4910000636

distance 0.418 · cross-district

#14 · Thanecell 4970003502

distance 0.421 · cross-district

#15 · Ratnagiricell 4920001115

distance 0.423 · cross-district

#16 · Ratnagiricell 4920006007

distance 0.425 · cross-district

#17 · Ratnagiricell 4920000860

distance 0.425 · cross-district

#18 · Ratnagiricell 4920001378

distance 0.43 · 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":4900008989}}}'

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.