Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006134

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.349

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009917

distance 0.349

#2 · Punecell 4900005924

distance 0.383

#3 · Chhatrapati Sambhajinagarcell 4690002799

distance 0.391 · cross-district

#4 · Nashikcell 4870002600

distance 0.392 · cross-district

#5 · Nashikcell 4870003229

distance 0.402 · cross-district

#6 · Sataracell 4940008638

distance 0.412 · cross-district

#7 · Punecell 4900001858

distance 0.422

#8 · Punecell 4900005520

distance 0.424

#9 · Punecell 4900007830

distance 0.427

#10 · Punecell 4900004989

distance 0.429

#11 · Ahmednagarcell 4660005241

distance 0.429 · cross-district

#12 · Punecell 4900005899

distance 0.439

#13 · Punecell 4900003433

distance 0.442

#14 · Sataracell 4940004827

distance 0.443 · cross-district

#15 · Nashikcell 4870002337

distance 0.453 · cross-district

#16 · Punecell 4900013107

distance 0.456

#17 · Punecell 4900005991

distance 0.456

#18 · Nashikcell 4870003434

distance 0.461 · 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":4900006134}}}'

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.