Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013136

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012820

distance 0.207

#2 · Punecell 4900012825

distance 0.225

#3 · Punecell 4900012682

distance 0.227

#4 · Punecell 4900012821

distance 0.239

#5 · Punecell 4900012882

distance 0.24

#6 · Punecell 4900013238

distance 0.243

#7 · Punecell 4900013104

distance 0.245

#8 · Punecell 4900012263

distance 0.252

#9 · Nashikcell 4870001093

distance 0.255 · cross-district

#10 · Punecell 4900013139

distance 0.258

#11 · Punecell 4900012548

distance 0.272

#12 · Sataracell 4940006904

distance 0.277 · cross-district

#13 · Punecell 4900012995

distance 0.28

#14 · Sataracell 4940008930

distance 0.283 · cross-district

#15 · Nashikcell 4870000920

distance 0.284 · cross-district

#16 · Punecell 4900012817

distance 0.286

#17 · Punecell 4900012695

distance 0.287

#18 · Sataracell 4940008806

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":4900013136}}}'

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.