Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007352

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007353

distance 0.202

#2 · Punecell 4900007583

distance 0.284

#3 · Punecell 4900007226

distance 0.313

#4 · Punecell 4900007225

distance 0.324

#5 · Punecell 4900007710

distance 0.324

#6 · Punecell 4900007346

distance 0.338

#7 · Punecell 4900007230

distance 0.345

#8 · Punecell 4900005333

distance 0.348

#9 · Punecell 4900007469

distance 0.358

#10 · Punecell 4900005076

distance 0.361

#11 · Punecell 4900012199

distance 0.362

#12 · Punecell 4900007701

distance 0.364

#13 · Punecell 4900006365

distance 0.368

#14 · Punecell 4900004929

distance 0.368

#15 · Punecell 4900007702

distance 0.369

#16 · Punecell 4900005469

distance 0.369

#17 · Punecell 4900009814

distance 0.376

#18 · Punecell 4900007590

distance 0.386

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":4900007352}}}'

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.