Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007405

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

0.315

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005828

distance 0.315

#2 · Punecell 4900005696

distance 0.326

#3 · Punecell 4900006810

distance 0.344

#4 · Punecell 4900007645

distance 0.348

#5 · Punecell 4900007291

distance 0.368

#6 · Punecell 4900006910

distance 0.371

#7 · Punecell 4900005695

distance 0.385

#8 · Punecell 4900007305

distance 0.39

#9 · Punecell 4900004879

distance 0.392

#10 · Punecell 4900007299

distance 0.394

#11 · Punecell 4900005306

distance 0.395

#12 · Punecell 4900006202

distance 0.399

#13 · Punecell 4900007407

distance 0.4

#14 · Punecell 4900002220

distance 0.401

#15 · Punecell 4900005565

distance 0.402

#16 · Punecell 4900006549

distance 0.403

#17 · Punecell 4900007654

distance 0.41

#18 · Punecell 4900006089

distance 0.411

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":4900007405}}}'

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.