Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003034

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002448

distance 0.157

#2 · Nashikcell 4870000925

distance 0.226 · cross-district

#3 · Punecell 4900002292

distance 0.233

#4 · Sataracell 4940008294

distance 0.235 · cross-district

#5 · Ahmednagarcell 4660008249

distance 0.235 · cross-district

#6 · Sataracell 4940005653

distance 0.239 · cross-district

#7 · Ahmednagarcell 4660007793

distance 0.24 · cross-district

#8 · Ahmednagarcell 4660003649

distance 0.241 · cross-district

#9 · Nashikcell 4870000475

distance 0.243 · cross-district

#10 · Punecell 4900005766

distance 0.248

#11 · Punecell 4900003591

distance 0.25

#12 · Nashikcell 4870000926

distance 0.261 · cross-district

#13 · Ahmednagarcell 4660013685

distance 0.265 · cross-district

#14 · Punecell 4900002896

distance 0.265

#15 · Punecell 4900003059

distance 0.269

#16 · Punecell 4900012916

distance 0.271

#17 · Nashikcell 4870002636

distance 0.272 · cross-district

#18 · Nashikcell 4870002531

distance 0.276 · 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":4900003034}}}'

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.