Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008280

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

0.41

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008392

distance 0.41

#2 · Punecell 4900008285

distance 0.447

#3 · Punecell 4900009916

distance 0.458

#4 · Punecell 4900012009

distance 0.464

#5 · Punecell 4900008284

distance 0.475

#6 · Punecell 4900009297

distance 0.483

#7 · Punecell 4900007827

distance 0.483

#8 · Punecell 4900009981

distance 0.496

#9 · Punecell 4900008725

distance 0.501

#10 · Punecell 4900009603

distance 0.501

#11 · Punecell 4900009075

distance 0.507

#12 · Punecell 4900005768

distance 0.524

#13 · Punecell 4900011596

distance 0.526

#14 · Punecell 4900012010

distance 0.53

#15 · Sataracell 4940008991

distance 0.534 · cross-district

#16 · Punecell 4900012144

distance 0.535

#17 · Punecell 4900009706

distance 0.537

#18 · Sataracell 4940008985

distance 0.538 · 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":4900008280}}}'

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.