Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008662

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 2 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008326

distance 0.338

#2 · Punecell 4900009524

distance 0.348

#3 · Punecell 4900007785

distance 0.354

#4 · Punecell 4900009935

distance 0.355

#5 · Punecell 4900008775

distance 0.375

#6 · Punecell 4900009016

distance 0.376

#7 · Punecell 4900011689

distance 0.392

#8 · Punecell 4900008552

distance 0.403

#9 · Punecell 4900010215

distance 0.415

#10 · Raigadcell 4910005106

distance 0.418 · cross-district

#11 · Punecell 4900008661

distance 0.44

#12 · Punecell 4900008216

distance 0.449

#13 · Punecell 4900008777

distance 0.452

#14 · Punecell 4900009100

distance 0.456

#15 · Punecell 4900007995

distance 0.457

#16 · Punecell 4900008900

distance 0.466

#17 · Punecell 4900009523

distance 0.469

#18 · Punecell 4900011627

distance 0.469

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":4900008662}}}'

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.