Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008697

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

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009455

distance 0.263

#2 · Punecell 4900008919

distance 0.293

#3 · Punecell 4900009036

distance 0.341

#4 · Punecell 4900008458

distance 0.345

#5 · Punecell 4900008813

distance 0.348

#6 · Punecell 4900010592

distance 0.352

#7 · Punecell 4900007764

distance 0.352

#8 · Punecell 4900008802

distance 0.363

#9 · Punecell 4900009758

distance 0.375

#10 · Punecell 4900009454

distance 0.381

#11 · Punecell 4900009453

distance 0.382

#12 · Punecell 4900009240

distance 0.387

#13 · Punecell 4900009653

distance 0.389

#14 · Punecell 4900011568

distance 0.393

#15 · Punecell 4900009558

distance 0.393

#16 · Punecell 4900009752

distance 0.394

#17 · Punecell 4900009650

distance 0.399

#18 · Punecell 4900009339

distance 0.408

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":4900008697}}}'

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.