Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001665

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008975

distance 0.282

#2 · Punecell 4900008753

distance 0.283

#3 · Punecell 4900003159

distance 0.291

#4 · Punecell 4900010545

distance 0.296

#5 · Punecell 4900002572

distance 0.299

#6 · Punecell 4900010462

distance 0.299

#7 · Punecell 4900010197

distance 0.306

#8 · Punecell 4900009700

distance 0.312

#9 · Punecell 4900009405

distance 0.312

#10 · Punecell 4900001808

distance 0.316

#11 · Punecell 4900003429

distance 0.319

#12 · Punecell 4900009691

distance 0.326

#13 · Punecell 4900010463

distance 0.33

#14 · Punecell 4900003407

distance 0.332

#15 · Punecell 4900009179

distance 0.335

#16 · Punecell 4900008532

distance 0.335

#17 · Punecell 4900008636

distance 0.343

#18 · Punecell 4900002719

distance 0.343

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":4900001665}}}'

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.