Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004589

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670002975

distance 0.274 · cross-district

#2 · Jalgaoncell 4780004308

distance 0.279 · cross-district

#3 · Akolacell 4670001505

distance 0.279 · cross-district

#4 · Ahmednagarcell 4660000165

distance 0.287 · cross-district

#5 · Washimcell 4990003413

distance 0.287 · cross-district

#6 · Nashikcell 4870000610

distance 0.29 · cross-district

#7 · Akolacell 4670002999

distance 0.298 · cross-district

#8 · Dharashivcell 4880004275

distance 0.299 · cross-district

#9 · Punecell 4900002152

distance 0.302

#10 · Buldhanacell 4720003577

distance 0.303 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001779

distance 0.303 · cross-district

#12 · Beedcell 4700007609

distance 0.305 · cross-district

#13 · Buldhanacell 4720007226

distance 0.309 · cross-district

#14 · Buldhanacell 4720003651

distance 0.31 · cross-district

#15 · Amravaticell 4680001090

distance 0.311 · cross-district

#16 · Solapurcell 4960002392

distance 0.312 · cross-district

#17 · Ahmednagarcell 4660005906

distance 0.313 · cross-district

#18 · Sanglicell 4930005114

distance 0.314 · 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":4900004589}}}'

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.