Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012881

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 4 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012816

distance 0.246

#2 · Nashikcell 4870003371

distance 0.388 · cross-district

#3 · Nashikcell 4870002844

distance 0.423 · cross-district

#4 · Nashikcell 4870003968

distance 0.426 · cross-district

#5 · Nashikcell 4870002164

distance 0.435 · cross-district

#6 · Nashikcell 4870001825

distance 0.44 · cross-district

#7 · Nashikcell 4870004112

distance 0.454 · cross-district

#8 · Punecell 4900003300

distance 0.456

#9 · Kolhapurcell 4800004526

distance 0.465 · cross-district

#10 · Punecell 4900012131

distance 0.467

#11 · Punecell 4900006024

distance 0.471

#12 · Punecell 4900006136

distance 0.472

#13 · Nashikcell 4870002969

distance 0.475 · cross-district

#14 · Punecell 4900008371

distance 0.477

#15 · Sataracell 4940007438

distance 0.477 · cross-district

#16 · Punecell 4900009049

distance 0.482

#17 · Punecell 4900000880

distance 0.485

#18 · Punecell 4900006131

distance 0.487

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":4900012881}}}'

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.