Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004796

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009475

distance 0.174

#2 · Punecell 4900009878

distance 0.204

#3 · Punecell 4900009775

distance 0.208

#4 · Punecell 4900004649

distance 0.225

#5 · Punecell 4900011539

distance 0.229

#6 · Punecell 4900010179

distance 0.243

#7 · Punecell 4900005213

distance 0.245

#8 · Punecell 4900009882

distance 0.247

#9 · Punecell 4900010270

distance 0.25

#10 · Punecell 4900012127

distance 0.251

#11 · Punecell 4900010707

distance 0.253

#12 · Punecell 4900003553

distance 0.254

#13 · Punecell 4900005484

distance 0.26

#14 · Punecell 4900005219

distance 0.262

#15 · Punecell 4900004650

distance 0.264

#16 · Punecell 4900010873

distance 0.27

#17 · Punecell 4900009776

distance 0.271

#18 · Punecell 4900004930

distance 0.272

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":4900004796}}}'

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.