Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003418

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

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003152

distance 0.234

#2 · Punecell 4900003408

distance 0.24

#3 · Punecell 4900003421

distance 0.284

#4 · Punecell 4900003419

distance 0.285

#5 · Sataracell 4940008754

distance 0.294 · cross-district

#6 · Punecell 4900003150

distance 0.294

#7 · Sataracell 4940006792

distance 0.298 · cross-district

#8 · Punecell 4900002575

distance 0.313

#9 · Sataracell 4940008462

distance 0.319 · cross-district

#10 · Sataracell 4940008943

distance 0.324 · cross-district

#11 · Punecell 4900003013

distance 0.329

#12 · Sataracell 4940008694

distance 0.329 · cross-district

#13 · Punecell 4900003958

distance 0.33

#14 · Sataracell 4940008251

distance 0.339 · cross-district

#15 · Sataracell 4940008464

distance 0.34 · cross-district

#16 · Punecell 4900003680

distance 0.34

#17 · Sataracell 4940008624

distance 0.341 · cross-district

#18 · Sataracell 4940008467

distance 0.345 · 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":4900003418}}}'

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.