Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007070

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

0.92

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 4900006696

distance 0.245

#2 · Punecell 4900005181

distance 0.322

#3 · Punecell 4900007071

distance 0.347

#4 · Punecell 4900006942

distance 0.348

#5 · Punecell 4900004902

distance 0.356

#6 · Punecell 4900005440

distance 0.362

#7 · Punecell 4900006818

distance 0.373

#8 · Punecell 4900005974

distance 0.378

#9 · Punecell 4900006819

distance 0.399

#10 · Punecell 4900004760

distance 0.414

#11 · Punecell 4900006697

distance 0.418

#12 · Punecell 4900007571

distance 0.418

#13 · Punecell 4900005713

distance 0.421

#14 · Punecell 4900005710

distance 0.424

#15 · Punecell 4900004761

distance 0.425

#16 · Punecell 4900007068

distance 0.426

#17 · Punecell 4900006573

distance 0.433

#18 · Punecell 4900006565

distance 0.434

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":4900007070}}}'

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.