Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003748

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 4900002607

distance 0.157

#2 · Punecell 4900003055

distance 0.172

#3 · Sataracell 4940007813

distance 0.194 · cross-district

#4 · Sataracell 4940006967

distance 0.195 · cross-district

#5 · Sataracell 4940007397

distance 0.198 · cross-district

#6 · Punecell 4900004856

distance 0.2

#7 · Nashikcell 4870002659

distance 0.2 · cross-district

#8 · Sataracell 4940007388

distance 0.2 · cross-district

#9 · Sanglicell 4930004137

distance 0.201 · cross-district

#10 · Sataracell 4940007694

distance 0.202 · cross-district

#11 · Nashikcell 4870000842

distance 0.205 · cross-district

#12 · Punecell 4900001844

distance 0.209

#13 · Nashikcell 4870005869

distance 0.21 · cross-district

#14 · Nashikcell 4870002655

distance 0.211 · cross-district

#15 · Punecell 4900003190

distance 0.212

#16 · Sataracell 4940007280

distance 0.213 · cross-district

#17 · Punecell 4900002147

distance 0.215

#18 · Nashikcell 4870001400

distance 0.215 · 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":4900003748}}}'

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.