Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009870

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009977

distance 0.297

#2 · Punecell 4900009471

distance 0.306

#3 · Punecell 4900008609

distance 0.31

#4 · Punecell 4900008946

distance 0.321

#5 · Punecell 4900009987

distance 0.322

#6 · Punecell 4900002854

distance 0.322

#7 · Punecell 4900009668

distance 0.324

#8 · Punecell 4900011590

distance 0.332

#9 · Punecell 4900011264

distance 0.333

#10 · Punecell 4900012144

distance 0.336

#11 · Punecell 4900009975

distance 0.337

#12 · Punecell 4900007824

distance 0.339

#13 · Punecell 4900009773

distance 0.347

#14 · Punecell 4900009972

distance 0.348

#15 · Punecell 4900010267

distance 0.357

#16 · Punecell 4900008377

distance 0.36

#17 · Punecell 4900010170

distance 0.361

#18 · Punecell 4900011723

distance 0.362

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":4900009870}}}'

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.