Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008880

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 6 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870000782

distance 0.277 · cross-district

#2 · Punecell 4900008990

distance 0.333

#3 · Nashikcell 4870000074

distance 0.352 · cross-district

#4 · Nashikcell 4870000789

distance 0.387 · cross-district

#5 · Ratnagiricell 4920003569

distance 0.402 · cross-district

#6 · Nashikcell 4870001328

distance 0.406 · cross-district

#7 · Raigadcell 4910004384

distance 0.411 · cross-district

#8 · Thanecell 4970002772

distance 0.412 · cross-district

#9 · Raigadcell 4910005419

distance 0.415 · cross-district

#10 · Raigadcell 4910004737

distance 0.431 · cross-district

#11 · Thanecell 4970003345

distance 0.432 · cross-district

#12 · Raigadcell 4910005367

distance 0.439 · cross-district

#13 · Raigadcell 4910003665

distance 0.44 · cross-district

#14 · Raigadcell 4910004442

distance 0.442 · cross-district

#15 · Sataracell 4940002275

distance 0.446 · cross-district

#16 · Raigadcell 4910002070

distance 0.452 · cross-district

#17 · Raigadcell 4910005268

distance 0.453 · cross-district

#18 · Thanecell 4970003404

distance 0.457 · 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":4900008880}}}'

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.