Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005182

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.322

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007572

distance 0.322

#2 · Punecell 4900005583

distance 0.327

#3 · Punecell 4900004762

distance 0.33

#4 · Punecell 4900004761

distance 0.351

#5 · Punecell 4900005319

distance 0.363

#6 · Punecell 4900007571

distance 0.372

#7 · Punecell 4900004760

distance 0.375

#8 · Punecell 4900004902

distance 0.384

#9 · Punecell 4900007185

distance 0.385

#10 · Punecell 4900007673

distance 0.406

#11 · Punecell 4900007070

distance 0.443

#12 · Punecell 4900006696

distance 0.453

#13 · Punecell 4900005449

distance 0.464

#14 · Punecell 4900007674

distance 0.475

#15 · Punecell 4900005974

distance 0.483

#16 · Punecell 4900007186

distance 0.498

#17 · Punecell 4900006087

distance 0.5

#18 · Raigadcell 4910002415

distance 0.502 · cross-district

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":4900005182}}}'

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.