Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004308

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.35

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870010200

distance 0.35 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690005900

distance 0.355 · cross-district

#3 · Ahmednagarcell 4660000430

distance 0.367 · cross-district

#4 · Dharashivcell 4880001868

distance 0.378 · cross-district

#5 · Dharashivcell 4880000373

distance 0.391 · cross-district

#6 · Sanglicell 4930003249

distance 0.412 · cross-district

#7 · Nashikcell 4870011445

distance 0.433 · cross-district

#8 · Ahmednagarcell 4660007920

distance 0.436 · cross-district

#9 · Nashikcell 4870011700

distance 0.445 · cross-district

#10 · Sanglicell 4930005954

distance 0.452 · cross-district

#11 · Nashikcell 4870001293

distance 0.456 · cross-district

#12 · Nashikcell 4870003632

distance 0.457 · cross-district

#13 · Punecell 4900013050

distance 0.469

#14 · Jalnacell 4790002968

distance 0.472 · cross-district

#15 · Parbhanicell 4890005399

distance 0.473 · cross-district

#16 · Hingolicell 4770001227

distance 0.476 · cross-district

#17 · Punecell 4900000972

distance 0.481

#18 · Nashikcell 4870010130

distance 0.481 · cross-district

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":4900004308}}}'

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.