Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007167

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006555

distance 0.189

#2 · Punecell 4900007044

distance 0.27

#3 · Punecell 4900007041

distance 0.285

#4 · Punecell 4900004619

distance 0.295

#5 · Punecell 4900006676

distance 0.295

#6 · Punecell 4900006677

distance 0.305

#7 · Punecell 4900005942

distance 0.327

#8 · Punecell 4900007043

distance 0.336

#9 · Punecell 4900006678

distance 0.343

#10 · Punecell 4900003510

distance 0.345

#11 · Punecell 4900006914

distance 0.366

#12 · Punecell 4900004895

distance 0.369

#13 · Punecell 4900009825

distance 0.382

#14 · Punecell 4900009418

distance 0.403

#15 · Punecell 4900012171

distance 0.406

#16 · Punecell 4900010652

distance 0.409

#17 · Punecell 4900006916

distance 0.412

#18 · Punecell 4900002540

distance 0.416

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":4900007167}}}'

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.