Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009524

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.334

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008555

distance 0.334

#2 · Punecell 4900008886

distance 0.345

#3 · Punecell 4900008662

distance 0.348

#4 · Punecell 4900009003

distance 0.36

#5 · Punecell 4900008995

distance 0.375

#6 · Punecell 4900009935

distance 0.379

#7 · Punecell 4900009221

distance 0.385

#8 · Punecell 4900007880

distance 0.398

#9 · Punecell 4900009001

distance 0.4

#10 · Punecell 4900008326

distance 0.401

#11 · Punecell 4900007785

distance 0.41

#12 · Punecell 4900008457

distance 0.412

#13 · Punecell 4900010995

distance 0.412

#14 · Punecell 4900007995

distance 0.415

#15 · Punecell 4900008777

distance 0.422

#16 · Punecell 4900008219

distance 0.431

#17 · Punecell 4900010592

distance 0.431

#18 · Punecell 4900009016

distance 0.432

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":4900009524}}}'

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.