Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004575

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

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004285

distance 0.131

#2 · Punecell 4900004027

distance 0.163

#3 · Punecell 4900003052

distance 0.163

#4 · Punecell 4900003053

distance 0.19

#5 · Punecell 4900002906

distance 0.191

#6 · Punecell 4900003874

distance 0.196

#7 · Punecell 4900002310

distance 0.2

#8 · Punecell 4900002308

distance 0.202

#9 · Punecell 4900002325

distance 0.203

#10 · Punecell 4900002644

distance 0.206

#11 · Punecell 4900004574

distance 0.207

#12 · Punecell 4900001705

distance 0.217

#13 · Punecell 4900004576

distance 0.218

#14 · Punecell 4900003230

distance 0.218

#15 · Punecell 4900001295

distance 0.221

#16 · Punecell 4900000571

distance 0.224

#17 · Punecell 4900001164

distance 0.224

#18 · Solapurcell 4960008259

distance 0.225 · 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":4900004575}}}'

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.