Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000879

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000869

distance 0.243

#2 · Punecell 4900000876

distance 0.265

#3 · Sataracell 4940008898

distance 0.291 · cross-district

#4 · Punecell 4900000868

distance 0.3

#5 · Sataracell 4940008558

distance 0.309 · cross-district

#6 · Punecell 4900001949

distance 0.309

#7 · Punecell 4900005360

distance 0.314

#8 · Sataracell 4940008929

distance 0.315 · cross-district

#9 · Punecell 4900001669

distance 0.316

#10 · Sataracell 4940007345

distance 0.317 · cross-district

#11 · Nashikcell 4870004507

distance 0.32 · cross-district

#12 · Punecell 4900000988

distance 0.321

#13 · Punecell 4900001659

distance 0.321

#14 · Punecell 4900005241

distance 0.322

#15 · Sataracell 4940007860

distance 0.324 · cross-district

#16 · Punecell 4900004131

distance 0.324

#17 · Punecell 4900000646

distance 0.325

#18 · Sataracell 4940007762

distance 0.325 · 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":4900000879}}}'

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.