Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003591

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003059

distance 0.138

#2 · Punecell 4900003355

distance 0.172

#3 · Nashikcell 4870000688

distance 0.191 · cross-district

#4 · Nashikcell 4870000475

distance 0.195 · cross-district

#5 · Nashikcell 4870011904

distance 0.198 · cross-district

#6 · Nashikcell 4870002456

distance 0.198 · cross-district

#7 · Nashikcell 4870012935

distance 0.198 · cross-district

#8 · Nashikcell 4870001846

distance 0.202 · cross-district

#9 · Nashikcell 4870001679

distance 0.203 · cross-district

#10 · Nashikcell 4870001784

distance 0.204 · cross-district

#11 · Nashikcell 4870002045

distance 0.207 · cross-district

#12 · Nashikcell 4870012219

distance 0.211 · cross-district

#13 · Nashikcell 4870012795

distance 0.216 · cross-district

#14 · Punecell 4900004403

distance 0.217

#15 · Nashikcell 4870012121

distance 0.218 · cross-district

#16 · Nashikcell 4870001860

distance 0.219 · cross-district

#17 · Nashikcell 4870011772

distance 0.22 · cross-district

#18 · Punecell 4900003871

distance 0.22

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":4900003591}}}'

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.