Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010317

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010907

distance 0.18

#2 · Punecell 4900010248

distance 0.272

#3 · Punecell 4900011898

distance 0.29

#4 · Punecell 4900008223

distance 0.295

#5 · Punecell 4900009954

distance 0.328

#6 · Punecell 4900011064

distance 0.331

#7 · Punecell 4900011447

distance 0.339

#8 · Punecell 4900010597

distance 0.346

#9 · Punecell 4900010518

distance 0.35

#10 · Punecell 4900009537

distance 0.362

#11 · Punecell 4900007904

distance 0.37

#12 · Punecell 4900011364

distance 0.379

#13 · Punecell 4900011643

distance 0.388

#14 · Punecell 4900011896

distance 0.39

#15 · Punecell 4900011824

distance 0.402

#16 · Punecell 4900008350

distance 0.403

#17 · Punecell 4900009337

distance 0.43

#18 · Punecell 4900009336

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":4900010317}}}'

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.