Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003930

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.41

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002841

distance 0.41

#2 · Punecell 4900003384

distance 0.415

#3 · Punecell 4900003381

distance 0.424

#4 · Punecell 4900003386

distance 0.439

#5 · Punecell 4900004490

distance 0.45

#6 · Punecell 4900001241

distance 0.48

#7 · Punecell 4900002840

distance 0.493

#8 · Sataracell 4940006458

distance 0.497 · cross-district

#9 · Punecell 4900003382

distance 0.522

#10 · Sataracell 4940006139

distance 0.525 · cross-district

#11 · Punecell 4900003644

distance 0.538

#12 · Sataracell 4940006235

distance 0.546 · cross-district

#13 · Punecell 4900000458

distance 0.55

#14 · Sataracell 4940006344

distance 0.556 · cross-district

#15 · Punecell 4900012376

distance 0.557

#16 · Punecell 4900001925

distance 0.558

#17 · Punecell 4900004094

distance 0.559

#18 · Nashikcell 4870002587

distance 0.561 · 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":4900003930}}}'

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.