Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002409

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002564

distance 0.178

#2 · Punecell 4900003962

distance 0.243

#3 · Punecell 4900003961

distance 0.247

#4 · Punecell 4900002418

distance 0.267

#5 · Punecell 4900003978

distance 0.274

#6 · Punecell 4900009361

distance 0.305

#7 · Punecell 4900009567

distance 0.31

#8 · Punecell 4900010544

distance 0.312

#9 · Punecell 4900004512

distance 0.315

#10 · Punecell 4900011621

distance 0.317

#11 · Punecell 4900009976

distance 0.321

#12 · Punecell 4900008826

distance 0.323

#13 · Punecell 4900012079

distance 0.326

#14 · Punecell 4900003559

distance 0.328

#15 · Punecell 4900009159

distance 0.329

#16 · Punecell 4900008735

distance 0.33

#17 · Punecell 4900009970

distance 0.333

#18 · Punecell 4900008709

distance 0.334

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":4900002409}}}'

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.