Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000335

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000893

distance 0.154

#2 · Nashikcell 4870002372

distance 0.18 · cross-district

#3 · Punecell 4900000805

distance 0.182

#4 · Punecell 4900000064

distance 0.189

#5 · Punecell 4900000574

distance 0.198

#6 · Punecell 4900000216

distance 0.212

#7 · Nashikcell 4870003108

distance 0.216 · cross-district

#8 · Punecell 4900000412

distance 0.219

#9 · Punecell 4900000806

distance 0.22

#10 · Ahmednagarcell 4660013720

distance 0.23 · cross-district

#11 · Nashikcell 4870002739

distance 0.232 · cross-district

#12 · Nashikcell 4870006575

distance 0.233 · cross-district

#13 · Nashikcell 4870003819

distance 0.237 · cross-district

#14 · Nashikcell 4870005563

distance 0.237 · cross-district

#15 · Nashikcell 4870003971

distance 0.242 · cross-district

#16 · Punecell 4900000206

distance 0.248

#17 · Nashikcell 4870005856

distance 0.25 · cross-district

#18 · Nashikcell 4870005990

distance 0.25 · 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":4900000335}}}'

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.