Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010358

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

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008833

distance 0.227

#2 · Punecell 4900009883

distance 0.244

#3 · Punecell 4900011265

distance 0.264

#4 · Punecell 4900011540

distance 0.272

#5 · Punecell 4900011024

distance 0.291

#6 · Punecell 4900011802

distance 0.302

#7 · Punecell 4900011669

distance 0.308

#8 · Punecell 4900011733

distance 0.345

#9 · Punecell 4900010712

distance 0.349

#10 · Punecell 4900009683

distance 0.349

#11 · Punecell 4900011735

distance 0.356

#12 · Punecell 4900010363

distance 0.361

#13 · Punecell 4900010715

distance 0.361

#14 · Punecell 4900010799

distance 0.377

#15 · Punecell 4900010180

distance 0.381

#16 · Punecell 4900010783

distance 0.383

#17 · Punecell 4900010945

distance 0.39

#18 · Punecell 4900009468

distance 0.39

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":4900010358}}}'

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.