Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009557

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.475

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010030

distance 0.475

#2 · Punecell 4900009757

distance 0.488

#3 · Punecell 4900010567

distance 0.523

#4 · Punecell 4900009558

distance 0.525

#5 · Punecell 4900009553

distance 0.529

#6 · Punecell 4900009867

distance 0.573

#7 · Punecell 4900009519

distance 0.589

#8 · Punecell 4900011507

distance 0.602

#9 · Punecell 4900010041

distance 0.608

#10 · Punecell 4900009651

distance 0.624

#11 · Punecell 4900010152

distance 0.629

#12 · Punecell 4900007897

distance 0.63

#13 · Punecell 4900009549

distance 0.634

#14 · Punecell 4900011443

distance 0.637

#15 · Punecell 4900009453

distance 0.643

#16 · Punecell 4900010315

distance 0.644

#17 · Punecell 4900009753

distance 0.646

#18 · Punecell 4900011306

distance 0.646

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":4900009557}}}'

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.