Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010476

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012154

distance 0.177

#2 · Raigadcell 4910003893

distance 0.182 · cross-district

#3 · Punecell 4900010562

distance 0.184

#4 · Raigadcell 4910003734

distance 0.213 · cross-district

#5 · Punecell 4900011141

distance 0.323

#6 · Punecell 4900011427

distance 0.323

#7 · Raigadcell 4910005519

distance 0.324 · cross-district

#8 · Raigadcell 4910005618

distance 0.328 · cross-district

#9 · Thanecell 4970000440

distance 0.338 · cross-district

#10 · Thanecell 4970000636

distance 0.356 · cross-district

#11 · Thanecell 4970000216

distance 0.358 · cross-district

#12 · Thanecell 4970000568

distance 0.366 · cross-district

#13 · Thanecell 4970000502

distance 0.368 · cross-district

#14 · Thanecell 4970000566

distance 0.368 · cross-district

#15 · Raigadcell 4910005667

distance 0.37 · cross-district

#16 · Raigadcell 4910002518

distance 0.373 · cross-district

#17 · Punecell 4900012223

distance 0.385

#18 · Raigadcell 4910005569

distance 0.39 · 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":4900010476}}}'

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.