Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009923

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010983

distance 0.194

#2 · Punecell 4900010825

distance 0.227

#3 · Punecell 4900009925

distance 0.245

#4 · Punecell 4900009927

distance 0.265

#5 · Punecell 4900009843

distance 0.279

#6 · Punecell 4900010651

distance 0.289

#7 · Punecell 4900010575

distance 0.298

#8 · Raigadcell 4910005807

distance 0.318 · cross-district

#9 · Punecell 4900010736

distance 0.32

#10 · Punecell 4900009924

distance 0.326

#11 · Punecell 4900008546

distance 0.338

#12 · Punecell 4900010123

distance 0.352

#13 · Punecell 4900010487

distance 0.353

#14 · Punecell 4900011092

distance 0.355

#15 · Punecell 4900010497

distance 0.361

#16 · Punecell 4900009724

distance 0.368

#17 · Punecell 4900008547

distance 0.374

#18 · Punecell 4900011370

distance 0.377

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":4900009923}}}'

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.