Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004460

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004322

distance 0.125

#2 · Punecell 4900001869

distance 0.142

#3 · Punecell 4900001084

distance 0.146

#4 · Punecell 4900002925

distance 0.146

#5 · Punecell 4900001728

distance 0.147

#6 · Punecell 4900002029

distance 0.15

#7 · Punecell 4900003890

distance 0.154

#8 · Punecell 4900002352

distance 0.154

#9 · Punecell 4900002493

distance 0.155

#10 · Punecell 4900001083

distance 0.166

#11 · Punecell 4900000076

distance 0.168

#12 · Punecell 4900000498

distance 0.17

#13 · Punecell 4900001748

distance 0.171

#14 · Punecell 4900002049

distance 0.174

#15 · Punecell 4900000233

distance 0.174

#16 · Punecell 4900001885

distance 0.175

#17 · Punecell 4900004599

distance 0.176

#18 · Punecell 4900004186

distance 0.181

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":4900004460}}}'

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.