Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005721

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

0.45

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005589

distance 0.45

#2 · Punecell 4900006101

distance 0.514

#3 · Punecell 4900007077

distance 0.629

#4 · Punecell 4900007443

distance 0.718

#5 · Punecell 4900007563

distance 0.777

#6 · Punecell 4900007199

distance 0.828

#7 · Punecell 4900005720

distance 0.835

#8 · Punecell 4900005588

distance 0.844

#9 · Punecell 4900005726

distance 0.868

#10 · Punecell 4900008029

distance 0.88

#11 · Punecell 4900006968

distance 0.887

#12 · Punecell 4900007564

distance 0.898

#13 · Punecell 4900007326

distance 0.901

#14 · Punecell 4900005850

distance 0.903

#15 · Punecell 4900006950

distance 0.917

#16 · Punecell 4900005722

distance 0.934

#17 · Punecell 4900005855

distance 0.938

#18 · Punecell 4900006102

distance 0.946

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":4900005721}}}'

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.