Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003195

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002009

distance 0.239

#2 · Beedcell 4700005841

distance 0.298 · cross-district

#3 · Jalgaoncell 4780001652

distance 0.309 · cross-district

#4 · Nashikcell 4870011101

distance 0.313 · cross-district

#5 · Kolhapurcell 4800005050

distance 0.326 · cross-district

#6 · Beedcell 4700004313

distance 0.329 · cross-district

#7 · Jalgaoncell 4780004184

distance 0.332 · cross-district

#8 · Nashikcell 4870010456

distance 0.333 · cross-district

#9 · Ahmednagarcell 4660000350

distance 0.342 · cross-district

#10 · Dharashivcell 4880000981

distance 0.344 · cross-district

#11 · Punecell 4900001172

distance 0.346

#12 · Ahmednagarcell 4660005696

distance 0.348 · cross-district

#13 · Ahmednagarcell 4660005244

distance 0.35 · cross-district

#14 · Dhulecell 4740000221

distance 0.35 · cross-district

#15 · Punecell 4900005779

distance 0.356

#16 · Akolacell 4670002266

distance 0.358 · cross-district

#17 · Ahmednagarcell 4660007490

distance 0.361 · cross-district

#18 · Ahmednagarcell 4660005040

distance 0.362 · 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":4900003195}}}'

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.