Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012829

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012552

distance 0.185

#2 · Punecell 4900012407

distance 0.189

#3 · Punecell 4900013066

distance 0.208

#4 · Punecell 4900012479

distance 0.238

#5 · Punecell 4900012270

distance 0.248

#6 · Punecell 4900012539

distance 0.258

#7 · Punecell 4900012759

distance 0.259

#8 · Punecell 4900012617

distance 0.264

#9 · Punecell 4900012467

distance 0.27

#10 · Punecell 4900013064

distance 0.272

#11 · Punecell 4900012327

distance 0.275

#12 · Nashikcell 4870000234

distance 0.276 · cross-district

#13 · Punecell 4900012940

distance 0.285

#14 · Punecell 4900013030

distance 0.287

#15 · Punecell 4900012951

distance 0.289

#16 · Punecell 4900013248

distance 0.29

#17 · Nashikcell 4870003801

distance 0.29 · cross-district

#18 · Punecell 4900012339

distance 0.29

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":4900012829}}}'

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.