Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008654

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

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910003732

distance 0.241 · cross-district

#2 · Raigadcell 4910004474

distance 0.25 · cross-district

#3 · Raigadcell 4910003681

distance 0.254 · cross-district

#4 · Raigadcell 4910003941

distance 0.254 · cross-district

#5 · Raigadcell 4910003583

distance 0.26 · cross-district

#6 · Punecell 4900008653

distance 0.267

#7 · Raigadcell 4910004694

distance 0.322 · cross-district

#8 · Punecell 4900008765

distance 0.324

#9 · Raigadcell 4910004485

distance 0.333 · cross-district

#10 · Raigadcell 4910004129

distance 0.333 · cross-district

#11 · Nashikcell 4870001614

distance 0.348 · cross-district

#12 · Raigadcell 4910004512

distance 0.354 · cross-district

#13 · Raigadcell 4910003630

distance 0.355 · cross-district

#14 · Raigadcell 4910004093

distance 0.355 · cross-district

#15 · Nashikcell 4870001601

distance 0.356 · cross-district

#16 · Raigadcell 4910004527

distance 0.357 · cross-district

#17 · Thanecell 4970003474

distance 0.361 · cross-district

#18 · Raigadcell 4910004608

distance 0.362 · 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":4900008654}}}'

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.