Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008902

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 2 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008903

distance 0.128

#2 · Punecell 4900008904

distance 0.179

#3 · Punecell 4900007784

distance 0.199

#4 · Punecell 4900010311

distance 0.224

#5 · Punecell 4900009624

distance 0.234

#6 · Punecell 4900010909

distance 0.235

#7 · Punecell 4900008213

distance 0.248

#8 · Punecell 4900008905

distance 0.266

#9 · Punecell 4900007780

distance 0.267

#10 · Punecell 4900007783

distance 0.27

#11 · Punecell 4900010493

distance 0.273

#12 · Punecell 4900009623

distance 0.274

#13 · Punecell 4900009723

distance 0.275

#14 · Raigadcell 4910004752

distance 0.276 · cross-district

#15 · Punecell 4900008901

distance 0.276

#16 · Punecell 4900009950

distance 0.282

#17 · Punecell 4900008896

distance 0.284

#18 · Punecell 4900009527

distance 0.291

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":4900008902}}}'

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.