Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000312

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000456

distance 0.122

#2 · Punecell 4900000645

distance 0.155

#3 · Punecell 4900000651

distance 0.233

#4 · Punecell 4900000992

distance 0.245

#5 · Punecell 4900000868

distance 0.245

#6 · Sataracell 4940007842

distance 0.269 · cross-district

#7 · Sataracell 4940008056

distance 0.272 · cross-district

#8 · Punecell 4900000993

distance 0.273

#9 · Punecell 4900006997

distance 0.282

#10 · Sataracell 4940007965

distance 0.283 · cross-district

#11 · Sataracell 4940007327

distance 0.289 · cross-district

#12 · Punecell 4900001142

distance 0.292

#13 · Punecell 4900007624

distance 0.292

#14 · Punecell 4900000988

distance 0.292

#15 · Punecell 4900007124

distance 0.293

#16 · Punecell 4900007737

distance 0.294

#17 · Punecell 4900000761

distance 0.297

#18 · Punecell 4900007502

distance 0.297

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":4900000312}}}'

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.