Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000211

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000117

distance 0.168

#2 · Punecell 4900000721

distance 0.179

#3 · Punecell 4900000717

distance 0.237

#4 · Punecell 4900000266

distance 0.241

#5 · Punecell 4900000525

distance 0.267

#6 · Punecell 4900000485

distance 0.27

#7 · Punecell 4900000164

distance 0.283

#8 · Punecell 4900000515

distance 0.287

#9 · Punecell 4900001900

distance 0.29

#10 · Punecell 4900001088

distance 0.294

#11 · Punecell 4900000214

distance 0.294

#12 · Solapurcell 4960007813

distance 0.296 · cross-district

#13 · Punecell 4900000102

distance 0.297

#14 · Punecell 4900000209

distance 0.298

#15 · Sataracell 4940006165

distance 0.298 · cross-district

#16 · Punecell 4900000012

distance 0.299

#17 · Kolhapurcell 4800003425

distance 0.304 · cross-district

#18 · Punecell 4900000221

distance 0.305

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":4900000211}}}'

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.