Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013033

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012819

distance 0.137

#2 · Punecell 4900012995

distance 0.146

#3 · Punecell 4900012261

distance 0.153

#4 · Punecell 4900012339

distance 0.164

#5 · Punecell 4900012757

distance 0.164

#6 · Punecell 4900013104

distance 0.178

#7 · Punecell 4900013176

distance 0.179

#8 · Punecell 4900013142

distance 0.186

#9 · Punecell 4900012939

distance 0.194

#10 · Punecell 4900013029

distance 0.197

#11 · Punecell 4900012695

distance 0.198

#12 · Punecell 4900012756

distance 0.203

#13 · Punecell 4900012610

distance 0.203

#14 · Punecell 4900012328

distance 0.205

#15 · Punecell 4900012820

distance 0.206

#16 · Punecell 4900012817

distance 0.208

#17 · Punecell 4900012950

distance 0.209

#18 · Punecell 4900012948

distance 0.209

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":4900013033}}}'

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.