Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005158

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

0.318

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005159

distance 0.318

#2 · Punecell 4900005023

distance 0.344

#3 · Punecell 4900006686

distance 0.351

#4 · Punecell 4900004891

distance 0.367

#5 · Punecell 4900011688

distance 0.369

#6 · Punecell 4900005945

distance 0.369

#7 · Punecell 4900005161

distance 0.374

#8 · Punecell 4900004345

distance 0.381

#9 · Punecell 4900004616

distance 0.385

#10 · Raigadcell 4910001913

distance 0.393 · cross-district

#11 · Punecell 4900006802

distance 0.4

#12 · Punecell 4900006065

distance 0.403

#13 · Punecell 4900007648

distance 0.405

#14 · Punecell 4900005188

distance 0.406

#15 · Punecell 4900006201

distance 0.407

#16 · Punecell 4900004881

distance 0.41

#17 · Punecell 4900006787

distance 0.429

#18 · Punecell 4900005567

distance 0.434

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":4900005158}}}'

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.