Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004012

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002611

distance 0.088

#2 · Punecell 4900002313

distance 0.104

#3 · Punecell 4900001998

distance 0.113

#4 · Punecell 4900004148

distance 0.123

#5 · Punecell 4900001694

distance 0.126

#6 · Punecell 4900004151

distance 0.126

#7 · Punecell 4900003193

distance 0.13

#8 · Punecell 4900004007

distance 0.133

#9 · Punecell 4900003201

distance 0.134

#10 · Punecell 4900001997

distance 0.138

#11 · Punecell 4900001426

distance 0.139

#12 · Punecell 4900004010

distance 0.146

#13 · Punecell 4900001424

distance 0.147

#14 · Punecell 4900003325

distance 0.147

#15 · Punecell 4900003048

distance 0.157

#16 · Punecell 4900002151

distance 0.159

#17 · Nashikcell 4870001770

distance 0.16 · cross-district

#18 · Punecell 4900001024

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":4900004012}}}'

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.