Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002840

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001241

distance 0.259

#2 · Punecell 4900004490

distance 0.312

#3 · Punecell 4900004094

distance 0.387

#4 · Sataracell 4940004684

distance 0.422 · cross-district

#5 · Sataracell 4940006244

distance 0.423 · cross-district

#6 · Punecell 4900007307

distance 0.426

#7 · Punecell 4900012376

distance 0.436

#8 · Punecell 4900005296

distance 0.437

#9 · Punecell 4900005313

distance 0.44

#10 · Sataracell 4940007087

distance 0.448 · cross-district

#11 · Sataracell 4940005310

distance 0.449 · cross-district

#12 · Punecell 4900004361

distance 0.454

#13 · Sataracell 4940004088

distance 0.458 · cross-district

#14 · Punecell 4900012587

distance 0.459

#15 · Sataracell 4940004326

distance 0.463 · cross-district

#16 · Sataracell 4940005058

distance 0.467 · cross-district

#17 · Punecell 4900001925

distance 0.47

#18 · Punecell 4900000751

distance 0.482

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":4900002840}}}'

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.