Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011907

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 1 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008460

distance 0.314

#2 · Punecell 4900011652

distance 0.328

#3 · Punecell 4900010857

distance 0.339

#4 · Punecell 4900011568

distance 0.361

#5 · Punecell 4900009760

distance 0.369

#6 · Punecell 4900009224

distance 0.37

#7 · Punecell 4900008883

distance 0.379

#8 · Punecell 4900009036

distance 0.408

#9 · Punecell 4900011781

distance 0.41

#10 · Punecell 4900009435

distance 0.41

#11 · Punecell 4900009113

distance 0.413

#12 · Punecell 4900011971

distance 0.416

#13 · Punecell 4900008677

distance 0.422

#14 · Punecell 4900009221

distance 0.426

#15 · Punecell 4900008682

distance 0.432

#16 · Punecell 4900010603

distance 0.433

#17 · Punecell 4900009138

distance 0.436

#18 · Punecell 4900010418

distance 0.436

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":4900011907}}}'

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.