Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001321

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

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001322

distance 0.058

#2 · Punecell 4900001323

distance 0.067

#3 · Punecell 4900002030

distance 0.086

#4 · Punecell 4900004036

distance 0.116

#5 · Punecell 4900001451

distance 0.12

#6 · Punecell 4900003890

distance 0.121

#7 · Punecell 4900004035

distance 0.121

#8 · Punecell 4900000581

distance 0.13

#9 · Punecell 4900003081

distance 0.131

#10 · Punecell 4900000576

distance 0.143

#11 · Punecell 4900003887

distance 0.144

#12 · Punecell 4900000690

distance 0.147

#13 · Punecell 4900001071

distance 0.15

#14 · Punecell 4900001325

distance 0.151

#15 · Punecell 4900002047

distance 0.152

#16 · Punecell 4900001880

distance 0.155

#17 · Punecell 4900000917

distance 0.156

#18 · Punecell 4900000181

distance 0.156

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":4900001321}}}'

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.