Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006307

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.395

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910002568

distance 0.395 · cross-district

#2 · Thanecell 4970000706

distance 0.412 · cross-district

#3 · Raigadcell 4910001970

distance 0.433 · cross-district

#4 · Raigadcell 4910002116

distance 0.488 · cross-district

#5 · Punecell 4900006427

distance 0.515

#6 · Raigadcell 4910002062

distance 0.562 · cross-district

#7 · Punecell 4900002062

distance 0.59

#8 · Raigadcell 4910002015

distance 0.593 · cross-district

#9 · Raigadcell 4910002115

distance 0.595 · cross-district

#10 · Thanecell 4970002639

distance 0.601 · cross-district

#11 · Thanecell 4970002698

distance 0.605 · cross-district

#12 · Thanecell 4970000500

distance 0.61 · cross-district

#13 · Raigadcell 4910001921

distance 0.619 · cross-district

#14 · Raigadcell 4910001917

distance 0.622 · cross-district

#15 · Raigadcell 4910001752

distance 0.622 · cross-district

#16 · Raigadcell 4910002518

distance 0.627 · cross-district

#17 · Raigadcell 4910004804

distance 0.628 · cross-district

#18 · Thanecell 4970000383

distance 0.628 · 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":4900006307}}}'

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.