Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001277

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001539

distance 0.158

#2 · Punecell 4900002593

distance 0.181

#3 · Punecell 4900004127

distance 0.218

#4 · Punecell 4900003452

distance 0.232

#5 · Punecell 4900003454

distance 0.234

#6 · Punecell 4900001679

distance 0.242

#7 · Sataracell 4940005886

distance 0.244 · cross-district

#8 · Punecell 4900002742

distance 0.245

#9 · Punecell 4900005235

distance 0.249

#10 · Punecell 4900003044

distance 0.25

#11 · Punecell 4900003720

distance 0.258

#12 · Punecell 4900007367

distance 0.26

#13 · Punecell 4900001980

distance 0.261

#14 · Punecell 4900003443

distance 0.262

#15 · Punecell 4900002291

distance 0.262

#16 · Punecell 4900005365

distance 0.263

#17 · Punecell 4900003359

distance 0.263

#18 · Sataracell 4940008191

distance 0.263 · 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":4900001277}}}'

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.