Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005590

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.363

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007562

distance 0.363

#2 · Punecell 4900005718

distance 0.37

#3 · Punecell 4900007075

distance 0.472

#4 · Punecell 4900006949

distance 0.483

#5 · Punecell 4900005845

distance 0.51

#6 · Punecell 4900007442

distance 0.514

#7 · Punecell 4900009253

distance 0.571

#8 · Punecell 4900007203

distance 0.581

#9 · Punecell 4900005849

distance 0.595

#10 · Punecell 4900005977

distance 0.619

#11 · Punecell 4900005719

distance 0.621

#12 · Punecell 4900006582

distance 0.621

#13 · Punecell 4900007570

distance 0.625

#14 · Punecell 4900008028

distance 0.63

#15 · Punecell 4900005460

distance 0.632

#16 · Punecell 4900005587

distance 0.64

#17 · Punecell 4900006104

distance 0.642

#18 · Punecell 4900001381

distance 0.646

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":4900005590}}}'

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.