Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013335

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013248

distance 0.242

#2 · Punecell 4900013249

distance 0.248

#3 · Nashikcell 4870001552

distance 0.252 · cross-district

#4 · Nashikcell 4870000730

distance 0.257 · cross-district

#5 · Nashikcell 4870000323

distance 0.264 · cross-district

#6 · Nashikcell 4870000878

distance 0.266 · cross-district

#7 · Ahmednagarcell 4660011313

distance 0.267 · cross-district

#8 · Nashikcell 4870002823

distance 0.278 · cross-district

#9 · Nashikcell 4870003485

distance 0.279 · cross-district

#10 · Ahmednagarcell 4660010002

distance 0.279 · cross-district

#11 · Ahmednagarcell 4660009997

distance 0.279 · cross-district

#12 · Punecell 4900012537

distance 0.281

#13 · Punecell 4900011117

distance 0.281

#14 · Punecell 4900012614

distance 0.282

#15 · Punecell 4900012473

distance 0.284

#16 · Nashikcell 4870001258

distance 0.285 · cross-district

#17 · Nashikcell 4870002330

distance 0.288 · cross-district

#18 · Nashikcell 4870000438

distance 0.288 · 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":4900013335}}}'

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.