Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009952

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

0.329

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007995

distance 0.329

#2 · Punecell 4900010320

distance 0.416

#3 · Punecell 4900010506

distance 0.431

#4 · Punecell 4900011313

distance 0.434

#5 · Punecell 4900007908

distance 0.439

#6 · Punecell 4900009752

distance 0.442

#7 · Punecell 4900011688

distance 0.443

#8 · Punecell 4900008214

distance 0.445

#9 · Punecell 4900009754

distance 0.449

#10 · Punecell 4900007881

distance 0.45

#11 · Punecell 4900007765

distance 0.45

#12 · Punecell 4900008552

distance 0.461

#13 · Raigadcell 4910005363

distance 0.467 · cross-district

#14 · Punecell 4900009853

distance 0.471

#15 · Punecell 4900008215

distance 0.471

#16 · Punecell 4900009241

distance 0.473

#17 · Punecell 4900009544

distance 0.474

#18 · Punecell 4900009935

distance 0.481

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":4900009952}}}'

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.