Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006592

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

0.305

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006109

distance 0.305

#2 · Punecell 4900006359

distance 0.369

#3 · Punecell 4900006962

distance 0.445

#4 · Punecell 4900006361

distance 0.449

#5 · Punecell 4900006360

distance 0.457

#6 · Punecell 4900007210

distance 0.512

#7 · Punecell 4900005986

distance 0.526

#8 · Punecell 4900006354

distance 0.531

#9 · Punecell 4900007091

distance 0.538

#10 · Punecell 4900006112

distance 0.547

#11 · Punecell 4900006843

distance 0.606

#12 · Nashikcell 4870002424

distance 0.702 · cross-district

#13 · Nashikcell 4870002967

distance 0.722 · cross-district

#14 · Punecell 4900006115

distance 0.726

#15 · Punecell 4900006239

distance 0.741

#16 · Nashikcell 4870002838

distance 0.747 · cross-district

#17 · Nashikcell 4870002839

distance 0.752 · cross-district

#18 · Nashikcell 4870002966

distance 0.754 · 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":4900006592}}}'

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.