Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004455

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004561

distance 0.272 · cross-district

#2 · Nashikcell 4870011573

distance 0.272 · cross-district

#3 · Sataracell 4940007282

distance 0.273 · cross-district

#4 · Nashikcell 4870011587

distance 0.273 · cross-district

#5 · Punecell 4900000558

distance 0.273

#6 · Punecell 4900004590

distance 0.277

#7 · Sataracell 4940007800

distance 0.284 · cross-district

#8 · Punecell 4900003902

distance 0.284

#9 · Solapurcell 4960007768

distance 0.287 · cross-district

#10 · Nashikcell 4870011561

distance 0.287 · cross-district

#11 · Punecell 4900001988

distance 0.288

#12 · Ahmednagarcell 4660005447

distance 0.288 · cross-district

#13 · Sataracell 4940006599

distance 0.289 · cross-district

#14 · Ahmednagarcell 4660003088

distance 0.289 · cross-district

#15 · Nandedcell 4850000130

distance 0.289 · cross-district

#16 · Punecell 4900000585

distance 0.291

#17 · Nashikcell 4870011572

distance 0.292 · cross-district

#18 · Nandedcell 4850004148

distance 0.294 · 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":4900004455}}}'

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.