Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008646

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007629

distance 0.147

#2 · Punecell 4900007746

distance 0.154

#3 · Punecell 4900007385

distance 0.156

#4 · Ahmednagarcell 4660002538

distance 0.17 · cross-district

#5 · Punecell 4900007870

distance 0.17

#6 · Ahmednagarcell 4660002631

distance 0.171 · cross-district

#7 · Beedcell 4700003672

distance 0.179 · cross-district

#8 · Punecell 4900007508

distance 0.181

#9 · Ahmednagarcell 4660003443

distance 0.183 · cross-district

#10 · Nashikcell 4870006170

distance 0.188 · cross-district

#11 · Punecell 4900001587

distance 0.188

#12 · Punecell 4900009201

distance 0.194

#13 · Punecell 4900008872

distance 0.197

#14 · Punecell 4900007628

distance 0.197

#15 · Nashikcell 4870001870

distance 0.2 · cross-district

#16 · Punecell 4900006890

distance 0.203

#17 · Punecell 4900001723

distance 0.205

#18 · Punecell 4900007011

distance 0.207

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":4900008646}}}'

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.