Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013356

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013351

distance 0.195

#2 · Punecell 4900013315

distance 0.237

#3 · Punecell 4900013354

distance 0.247

#4 · Ahmednagarcell 4660012578

distance 0.251 · cross-district

#5 · Ahmednagarcell 4660010504

distance 0.256 · cross-district

#6 · Ahmednagarcell 4660008487

distance 0.259 · cross-district

#7 · Punecell 4900013355

distance 0.263

#8 · Ahmednagarcell 4660009833

distance 0.268 · cross-district

#9 · Ahmednagarcell 4660009670

distance 0.27 · cross-district

#10 · Nashikcell 4870000749

distance 0.272 · cross-district

#11 · Ahmednagarcell 4660008484

distance 0.272 · cross-district

#12 · Ahmednagarcell 4660012716

distance 0.272 · cross-district

#13 · Nashikcell 4870004368

distance 0.277 · cross-district

#14 · Punecell 4900013251

distance 0.278

#15 · Ahmednagarcell 4660011973

distance 0.28 · cross-district

#16 · Ahmednagarcell 4660013193

distance 0.281 · cross-district

#17 · Nashikcell 4870000731

distance 0.282 · cross-district

#18 · Ahmednagarcell 4660013467

distance 0.285 · 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":4900013356}}}'

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.