Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012909

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012843

distance 0.137

#2 · Ahmednagarcell 4660006860

distance 0.162 · cross-district

#3 · Punecell 4900012641

distance 0.174

#4 · Punecell 4900012643

distance 0.182

#5 · Punecell 4900012776

distance 0.182

#6 · Sataracell 4940006923

distance 0.187 · cross-district

#7 · Ahmednagarcell 4660006463

distance 0.196 · cross-district

#8 · Sataracell 4940007033

distance 0.205 · cross-district

#9 · Punecell 4900005358

distance 0.205

#10 · Nashikcell 4870001843

distance 0.206 · cross-district

#11 · Punecell 4900012568

distance 0.21

#12 · Sataracell 4940007037

distance 0.214 · cross-district

#13 · Ahmednagarcell 4660006728

distance 0.222 · cross-district

#14 · Sataracell 4940007038

distance 0.224 · cross-district

#15 · Punecell 4900002280

distance 0.224

#16 · Punecell 4900005372

distance 0.227

#17 · Sataracell 4940003462

distance 0.227 · cross-district

#18 · Sataracell 4940001617

distance 0.229 · 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":4900012909}}}'

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.