Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003514

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004219

distance 0.178

#2 · Punecell 4900003649

distance 0.209

#3 · Punecell 4900001379

distance 0.255

#4 · Punecell 4900001512

distance 0.269

#5 · Punecell 4900003652

distance 0.283

#6 · Punecell 4900002395

distance 0.29

#7 · Punecell 4900003653

distance 0.296

#8 · Punecell 4900002836

distance 0.306

#9 · Punecell 4900003254

distance 0.314

#10 · Punecell 4900003127

distance 0.317

#11 · Punecell 4900003661

distance 0.323

#12 · Punecell 4900003794

distance 0.327

#13 · Punecell 4900002550

distance 0.33

#14 · Punecell 4900003654

distance 0.333

#15 · Punecell 4900003395

distance 0.334

#16 · Punecell 4900003132

distance 0.337

#17 · Punecell 4900003263

distance 0.342

#18 · Punecell 4900004493

distance 0.343

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":4900003514}}}'

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.