Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004096

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002707

distance 0.265

#2 · Punecell 4900002857

distance 0.272

#3 · Punecell 4900002873

distance 0.273

#4 · Punecell 4900003294

distance 0.284

#5 · Punecell 4900003543

distance 0.315

#6 · Sataracell 4940007970

distance 0.317 · cross-district

#7 · Punecell 4900003678

distance 0.32

#8 · Punecell 4900003012

distance 0.323

#9 · Punecell 4900003679

distance 0.324

#10 · Punecell 4900002717

distance 0.324

#11 · Sataracell 4940008944

distance 0.328 · cross-district

#12 · Punecell 4900003544

distance 0.332

#13 · Sataracell 4940008465

distance 0.333 · cross-district

#14 · Punecell 4900003677

distance 0.334

#15 · Punecell 4900003541

distance 0.336

#16 · Punecell 4900002710

distance 0.337

#17 · Punecell 4900001954

distance 0.339

#18 · Punecell 4900002413

distance 0.339

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":4900004096}}}'

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.