Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013312

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013248

distance 0.207

#2 · Punecell 4900013281

distance 0.225

#3 · Punecell 4900013177

distance 0.252

#4 · Punecell 4900013211

distance 0.255

#5 · Nashikcell 4870001163

distance 0.269 · cross-district

#6 · Punecell 4900012611

distance 0.273

#7 · Punecell 4900012339

distance 0.277

#8 · Punecell 4900012270

distance 0.281

#9 · Punecell 4900012394

distance 0.281

#10 · Punecell 4900013239

distance 0.282

#11 · Nashikcell 4870001642

distance 0.283 · cross-district

#12 · Nashikcell 4870001551

distance 0.285 · cross-district

#13 · Nashikcell 4870000246

distance 0.285 · cross-district

#14 · Punecell 4900012477

distance 0.288

#15 · Punecell 4900012994

distance 0.289

#16 · Punecell 4900012940

distance 0.29

#17 · Punecell 4900013176

distance 0.29

#18 · Nashikcell 4870002706

distance 0.29 · 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":4900013312}}}'

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.