Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005458

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

0.333

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005327

distance 0.333

#2 · Punecell 4900006959

distance 0.372

#3 · Punecell 4900004644

distance 0.385

#4 · Punecell 4900005329

distance 0.395

#5 · Punecell 4900006452

distance 0.406

#6 · Punecell 4900005326

distance 0.419

#7 · Punecell 4900005454

distance 0.422

#8 · Punecell 4900007192

distance 0.425

#9 · Punecell 4900005714

distance 0.434

#10 · Punecell 4900007331

distance 0.443

#11 · Punecell 4900007329

distance 0.449

#12 · Punecell 4900006708

distance 0.449

#13 · Punecell 4900007452

distance 0.45

#14 · Punecell 4900004782

distance 0.452

#15 · Punecell 4900005843

distance 0.454

#16 · Punecell 4900007202

distance 0.456

#17 · Punecell 4900006817

distance 0.462

#18 · Punecell 4900006586

distance 0.472

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":4900005458}}}'

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.