Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004519

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009581

distance 0.314

#2 · Punecell 4900009986

distance 0.322

#3 · Sataracell 4940008960

distance 0.332 · cross-district

#4 · Punecell 4900002255

distance 0.335

#5 · Punecell 4900003967

distance 0.341

#6 · Sataracell 4940008948

distance 0.342 · cross-district

#7 · Punecell 4900001525

distance 0.345

#8 · Punecell 4900003974

distance 0.346

#9 · Punecell 4900011747

distance 0.347

#10 · Punecell 4900003688

distance 0.357

#11 · Punecell 4900002408

distance 0.36

#12 · Punecell 4900002115

distance 0.364

#13 · Punecell 4900008277

distance 0.368

#14 · Punecell 4900002851

distance 0.375

#15 · Punecell 4900008155

distance 0.376

#16 · Punecell 4900004929

distance 0.378

#17 · Punecell 4900003828

distance 0.38

#18 · Punecell 4900009281

distance 0.381

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":4900004519}}}'

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.