Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009745

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009543

distance 0.281

#2 · Punecell 4900009642

distance 0.384

#3 · Punecell 4900011567

distance 0.398

#4 · Punecell 4900009440

distance 0.437

#5 · Punecell 4900009453

distance 0.45

#6 · Punecell 4900009867

distance 0.456

#7 · Punecell 4900009641

distance 0.467

#8 · Punecell 4900009744

distance 0.468

#9 · Punecell 4900009746

distance 0.473

#10 · Punecell 4900010570

distance 0.486

#11 · Punecell 4900011306

distance 0.496

#12 · Punecell 4900010315

distance 0.498

#13 · Punecell 4900009643

distance 0.504

#14 · Punecell 4900009523

distance 0.505

#15 · Punecell 4900009558

distance 0.505

#16 · Punecell 4900010030

distance 0.515

#17 · Punecell 4900010041

distance 0.523

#18 · Punecell 4900009538

distance 0.527

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":4900009745}}}'

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.