Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012291

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

0.328

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004330

distance 0.328

#2 · Punecell 4900012720

distance 0.376

#3 · Thanecell 4970000381

distance 0.386 · cross-district

#4 · Raigadcell 4910005618

distance 0.386 · cross-district

#5 · Punecell 4900004051

distance 0.396

#6 · Punecell 4900004191

distance 0.396

#7 · Thanecell 4970000440

distance 0.401 · cross-district

#8 · Punecell 4900012154

distance 0.416

#9 · Raigadcell 4910002011

distance 0.421 · cross-district

#10 · Punecell 4900007990

distance 0.43

#11 · Punecell 4900012088

distance 0.436

#12 · Punecell 4900012155

distance 0.444

#13 · Punecell 4900002062

distance 0.453

#14 · Thanecell 4970000568

distance 0.455 · cross-district

#15 · Punecell 4900009520

distance 0.459

#16 · Punecell 4900002367

distance 0.463

#17 · Punecell 4900005689

distance 0.468

#18 · Raigadcell 4910005569

distance 0.468 · 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":4900012291}}}'

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.