Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002300

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007800

distance 0.192 · cross-district

#2 · Sataracell 4940007710

distance 0.21 · cross-district

#3 · Nashikcell 4870001210

distance 0.211 · cross-district

#4 · Nashikcell 4870010452

distance 0.216 · cross-district

#5 · Punecell 4900003196

distance 0.216

#6 · Nashikcell 4870011561

distance 0.219 · cross-district

#7 · Nashikcell 4870007763

distance 0.22 · cross-district

#8 · Sataracell 4940007593

distance 0.222 · cross-district

#9 · Punecell 4900001988

distance 0.226

#10 · Sataracell 4940005152

distance 0.233 · cross-district

#11 · Ahmednagarcell 4660014165

distance 0.239 · cross-district

#12 · Solapurcell 4960007768

distance 0.241 · cross-district

#13 · Nashikcell 4870000605

distance 0.242 · cross-district

#14 · Nashikcell 4870000839

distance 0.244 · cross-district

#15 · Nashikcell 4870001483

distance 0.251 · cross-district

#16 · Punecell 4900004121

distance 0.253

#17 · Nashikcell 4870013227

distance 0.254 · cross-district

#18 · Ahmednagarcell 4660006508

distance 0.255 · 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":4900002300}}}'

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.