Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004847

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004713

distance 0.145

#2 · Punecell 4900004846

distance 0.163

#3 · Sanglicell 4930006304

distance 0.168 · cross-district

#4 · Punecell 4900005258

distance 0.179

#5 · Punecell 4900004996

distance 0.183

#6 · Sanglicell 4930004302

distance 0.184 · cross-district

#7 · Beedcell 4700005583

distance 0.188 · cross-district

#8 · Sanglicell 4930005379

distance 0.191 · cross-district

#9 · Beedcell 4700003304

distance 0.191 · cross-district

#10 · Punecell 4900004720

distance 0.195

#11 · Beedcell 4700005289

distance 0.195 · cross-district

#12 · Beedcell 4700004185

distance 0.196 · cross-district

#13 · Jalgaoncell 4780001547

distance 0.197 · cross-district

#14 · Sataracell 4940003580

distance 0.198 · cross-district

#15 · Beedcell 4700005584

distance 0.198 · cross-district

#16 · Punecell 4900003460

distance 0.198

#17 · Sanglicell 4930005238

distance 0.199 · cross-district

#18 · Punecell 4900001733

distance 0.199

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":4900004847}}}'

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.