Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001982

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003319

distance 0.182

#2 · Punecell 4900002764

distance 0.226

#3 · Punecell 4900002596

distance 0.234

#4 · Punecell 4900002935

distance 0.25

#5 · Punecell 4900004133

distance 0.257

#6 · Punecell 4900001995

distance 0.264

#7 · Punecell 4900002589

distance 0.269

#8 · Punecell 4900002738

distance 0.27

#9 · Punecell 4900006894

distance 0.274

#10 · Beedcell 4700004152

distance 0.276 · cross-district

#11 · Punecell 4900003178

distance 0.279

#12 · Sataracell 4940004168

distance 0.291 · cross-district

#13 · Punecell 4900001173

distance 0.291

#14 · Ahmednagarcell 4660008555

distance 0.295 · cross-district

#15 · Punecell 4900003461

distance 0.297

#16 · Punecell 4900003985

distance 0.298

#17 · Punecell 4900002002

distance 0.301

#18 · Beedcell 4700002618

distance 0.306 · cross-district

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":4900001982}}}'

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.