Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004550

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003991

distance 0.078

#2 · Punecell 4900003858

distance 0.087

#3 · Punecell 4900002886

distance 0.096

#4 · Punecell 4900004544

distance 0.098

#5 · Punecell 4900003446

distance 0.106

#6 · Punecell 4900001985

distance 0.109

#7 · Punecell 4900003321

distance 0.113

#8 · Punecell 4900001986

distance 0.114

#9 · Punecell 4900004143

distance 0.115

#10 · Punecell 4900002297

distance 0.115

#11 · Punecell 4900004130

distance 0.125

#12 · Punecell 4900004283

distance 0.134

#13 · Punecell 4900002142

distance 0.141

#14 · Punecell 4900003575

distance 0.142

#15 · Punecell 4900002898

distance 0.146

#16 · Punecell 4900004407

distance 0.149

#17 · Punecell 4900001548

distance 0.154

#18 · Punecell 4900003179

distance 0.155

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":4900004550}}}'

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.