Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003876

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

0.91

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 · Nashikcell 4870010198

distance 0.195 · cross-district

#2 · Punecell 4900003600

distance 0.211

#3 · Ahmednagarcell 4660007500

distance 0.228 · cross-district

#4 · Nashikcell 4870002758

distance 0.23 · cross-district

#5 · Punecell 4900002307

distance 0.23

#6 · Nashikcell 4870001777

distance 0.237 · cross-district

#7 · Nashikcell 4870001015

distance 0.239 · cross-district

#8 · Nashikcell 4870002875

distance 0.244 · cross-district

#9 · Punecell 4900004303

distance 0.245

#10 · Punecell 4900002769

distance 0.245

#11 · Punecell 4900002881

distance 0.246

#12 · Punecell 4900003581

distance 0.251

#13 · Punecell 4900003711

distance 0.252

#14 · Punecell 4900003200

distance 0.254

#15 · Sataracell 4940004069

distance 0.256 · cross-district

#16 · Punecell 4900003739

distance 0.257

#17 · Punecell 4900002008

distance 0.258

#18 · Punecell 4900004850

distance 0.259

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":4900003876}}}'

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.