Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001947

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002701

distance 0.127

#2 · Punecell 4900003830

distance 0.143

#3 · Punecell 4900001384

distance 0.157

#4 · Punecell 4900001962

distance 0.176

#5 · Punecell 4900001523

distance 0.184

#6 · Punecell 4900002096

distance 0.185

#7 · Punecell 4900002416

distance 0.186

#8 · Punecell 4900001959

distance 0.193

#9 · Punecell 4900004521

distance 0.205

#10 · Punecell 4900004241

distance 0.205

#11 · Punecell 4900003976

distance 0.208

#12 · Punecell 4900002097

distance 0.208

#13 · Punecell 4900004242

distance 0.208

#14 · Punecell 4900004520

distance 0.21

#15 · Punecell 4900002405

distance 0.21

#16 · Sataracell 4940009006

distance 0.213 · cross-district

#17 · Punecell 4900004106

distance 0.221

#18 · Punecell 4900004247

distance 0.221

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":4900001947}}}'

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.