Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010163

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 1 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009846

distance 0.186

#2 · Punecell 4900009962

distance 0.203

#3 · Punecell 4900010926

distance 0.227

#4 · Punecell 4900007904

distance 0.281

#5 · Punecell 4900012045

distance 0.3

#6 · Punecell 4900010340

distance 0.348

#7 · Punecell 4900010939

distance 0.36

#8 · Punecell 4900010518

distance 0.369

#9 · Punecell 4900010604

distance 0.379

#10 · Punecell 4900011840

distance 0.381

#11 · Punecell 4900011643

distance 0.411

#12 · Punecell 4900009861

distance 0.428

#13 · Punecell 4900010232

distance 0.43

#14 · Punecell 4900010233

distance 0.442

#15 · Punecell 4900011161

distance 0.455

#16 · Punecell 4900010503

distance 0.462

#17 · Punecell 4900009954

distance 0.478

#18 · Punecell 4900011364

distance 0.483

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":4900010163}}}'

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.