Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009034

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.333

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008921

distance 0.333

#2 · Punecell 4900008927

distance 0.334

#3 · Punecell 4900009657

distance 0.35

#4 · Punecell 4900009655

distance 0.361

#5 · Punecell 4900009146

distance 0.362

#6 · Punecell 4900009658

distance 0.394

#7 · Punecell 4900009458

distance 0.417

#8 · Punecell 4900009459

distance 0.429

#9 · Punecell 4900008928

distance 0.463

#10 · Punecell 4900009456

distance 0.464

#11 · Punecell 4900008812

distance 0.467

#12 · Punecell 4900009451

distance 0.471

#13 · Punecell 4900008926

distance 0.472

#14 · Punecell 4900009659

distance 0.482

#15 · Punecell 4900009554

distance 0.515

#16 · Punecell 4900009656

distance 0.518

#17 · Punecell 4900008481

distance 0.522

#18 · Punecell 4900009243

distance 0.528

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":4900009034}}}'

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.