Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000307

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000535

distance 0.286

#2 · Punecell 4900000989

distance 0.32

#3 · Punecell 4900000442

distance 0.326

#4 · Sataracell 4940007943

distance 0.332 · cross-district

#5 · Sataracell 4940008146

distance 0.362 · cross-district

#6 · Punecell 4900000992

distance 0.367

#7 · Sataracell 4940003610

distance 0.381 · cross-district

#8 · Punecell 4900012933

distance 0.383

#9 · Punecell 4900012253

distance 0.384

#10 · Punecell 4900000993

distance 0.391

#11 · Sataracell 4940003967

distance 0.391 · cross-district

#12 · Punecell 4900000756

distance 0.392

#13 · Punecell 4900000651

distance 0.403

#14 · Punecell 4900004512

distance 0.404

#15 · Sataracell 4940007936

distance 0.405 · cross-district

#16 · Punecell 4900006620

distance 0.408

#17 · Sataracell 4940004810

distance 0.409 · cross-district

#18 · Sataracell 4940003149

distance 0.413 · cross-district

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":4900000307}}}'

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.