Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004841

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004700

distance 0.1

#2 · Sanglicell 4930004152

distance 0.164 · cross-district

#3 · Punecell 4900004981

distance 0.165

#4 · Sanglicell 4930007190

distance 0.178 · cross-district

#5 · Sanglicell 4930004153

distance 0.181 · cross-district

#6 · Beedcell 4700002259

distance 0.183 · cross-district

#7 · Beedcell 4700005128

distance 0.183 · cross-district

#8 · Sanglicell 4930005240

distance 0.185 · cross-district

#9 · Ahmednagarcell 4660003268

distance 0.186 · cross-district

#10 · Beedcell 4700002094

distance 0.192 · cross-district

#11 · Ahmednagarcell 4660001865

distance 0.192 · cross-district

#12 · Sanglicell 4930007189

distance 0.194 · cross-district

#13 · Sanglicell 4930004557

distance 0.195 · cross-district

#14 · Beedcell 4700006338

distance 0.195 · cross-district

#15 · Jalgaoncell 4780001967

distance 0.196 · cross-district

#16 · Jalgaoncell 4780001662

distance 0.197 · cross-district

#17 · Beedcell 4700006341

distance 0.197 · cross-district

#18 · Ahmednagarcell 4660006381

distance 0.198 · 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":4900004841}}}'

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.