Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004706

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004714

distance 0.102

#2 · Punecell 4900004980

distance 0.138

#3 · Punecell 4900005657

distance 0.186

#4 · Nashikcell 4870008699

distance 0.191 · cross-district

#5 · Punecell 4900003865

distance 0.193

#6 · Beedcell 4700005585

distance 0.196 · cross-district

#7 · Beedcell 4700005127

distance 0.196 · cross-district

#8 · Punecell 4900001996

distance 0.197

#9 · Punecell 4900001341

distance 0.199

#10 · Punecell 4900005276

distance 0.199

#11 · Punecell 4900002639

distance 0.205

#12 · Beedcell 4700006142

distance 0.206 · cross-district

#13 · Beedcell 4700006821

distance 0.207 · cross-district

#14 · Jalgaoncell 4780004767

distance 0.208 · cross-district

#15 · Nashikcell 4870011463

distance 0.208 · cross-district

#16 · Punecell 4900004722

distance 0.208

#17 · Jalgaoncell 4780006449

distance 0.209 · cross-district

#18 · Punecell 4900004861

distance 0.209

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":4900004706}}}'

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.