Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005142

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004728

distance 0.114

#2 · Punecell 4900004724

distance 0.123

#3 · Punecell 4900006182

distance 0.126

#4 · Punecell 4900005544

distance 0.139

#5 · Punecell 4900005277

distance 0.14

#6 · Punecell 4900005005

distance 0.148

#7 · Punecell 4900002490

distance 0.15

#8 · Punecell 4900005004

distance 0.151

#9 · Punecell 4900006167

distance 0.152

#10 · Nashikcell 4870012231

distance 0.153 · cross-district

#11 · Punecell 4900003622

distance 0.155

#12 · Punecell 4900006174

distance 0.155

#13 · Punecell 4900004984

distance 0.155

#14 · Punecell 4900003621

distance 0.156

#15 · Beedcell 4700003658

distance 0.157 · cross-district

#16 · Punecell 4900005003

distance 0.157

#17 · Punecell 4900005676

distance 0.161

#18 · Punecell 4900004866

distance 0.161

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":4900005142}}}'

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.