Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004636

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007550

distance 0.247

#2 · Punecell 4900004919

distance 0.258

#3 · Punecell 4900004777

distance 0.27

#4 · Punecell 4900004776

distance 0.292

#5 · Punecell 4900004920

distance 0.295

#6 · Punecell 4900004780

distance 0.295

#7 · Punecell 4900006084

distance 0.301

#8 · Punecell 4900006208

distance 0.304

#9 · Punecell 4900004774

distance 0.317

#10 · Punecell 4900004918

distance 0.318

#11 · Punecell 4900005173

distance 0.323

#12 · Punecell 4900004488

distance 0.326

#13 · Punecell 4900004778

distance 0.331

#14 · Punecell 4900005178

distance 0.34

#15 · Punecell 4900002679

distance 0.342

#16 · Punecell 4900005837

distance 0.343

#17 · Punecell 4900001231

distance 0.353

#18 · Punecell 4900007552

distance 0.355

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":4900004636}}}'

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.