Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003830

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001947

distance 0.143

#2 · Punecell 4900002701

distance 0.17

#3 · Punecell 4900004241

distance 0.172

#4 · Punecell 4900004106

distance 0.179

#5 · Punecell 4900003693

distance 0.181

#6 · Punecell 4900004247

distance 0.182

#7 · Punecell 4900004521

distance 0.185

#8 · Punecell 4900003976

distance 0.194

#9 · Punecell 4900003968

distance 0.195

#10 · Punecell 4900002097

distance 0.196

#11 · Punecell 4900001959

distance 0.199

#12 · Punecell 4900004105

distance 0.199

#13 · Punecell 4900003547

distance 0.199

#14 · Punecell 4900001384

distance 0.201

#15 · Punecell 4900001790

distance 0.202

#16 · Punecell 4900001523

distance 0.205

#17 · Punecell 4900003687

distance 0.213

#18 · Punecell 4900004108

distance 0.218

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":4900003830}}}'

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.