Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005033

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004200

distance 0.245

#2 · Punecell 4900004617

distance 0.271

#3 · Punecell 4900004892

distance 0.31

#4 · Punecell 4900006188

distance 0.318

#5 · Punecell 4900005945

distance 0.366

#6 · Punecell 4900004340

distance 0.369

#7 · Punecell 4900006201

distance 0.393

#8 · Punecell 4900005035

distance 0.397

#9 · Punecell 4900006187

distance 0.397

#10 · Punecell 4900007426

distance 0.4

#11 · Punecell 4900007893

distance 0.414

#12 · Punecell 4900005946

distance 0.414

#13 · Punecell 4900004052

distance 0.416

#14 · Punecell 4900005156

distance 0.418

#15 · Punecell 4900007304

distance 0.422

#16 · Punecell 4900004339

distance 0.425

#17 · Punecell 4900005822

distance 0.425

#18 · Punecell 4900003920

distance 0.428

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":4900005033}}}'

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.