Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004502

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

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001643

distance 0.241

#2 · Punecell 4900001507

distance 0.246

#3 · Punecell 4900001644

distance 0.259

#4 · Punecell 4900002987

distance 0.265

#5 · Punecell 4900003124

distance 0.303

#6 · Punecell 4900004640

distance 0.315

#7 · Punecell 4900002844

distance 0.32

#8 · Punecell 4900004228

distance 0.357

#9 · Punecell 4900006804

distance 0.377

#10 · Punecell 4900007173

distance 0.403

#11 · Punecell 4900001508

distance 0.409

#12 · Punecell 4900003669

distance 0.416

#13 · Punecell 4900001373

distance 0.418

#14 · Punecell 4900012318

distance 0.425

#15 · Punecell 4900013023

distance 0.435

#16 · Punecell 4900000750

distance 0.436

#17 · Punecell 4900002848

distance 0.44

#18 · Punecell 4900002985

distance 0.442

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":4900004502}}}'

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.