Triple
T18383594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Route 29 |
E446519
|
entity |
| Predicate | servesMunicipality |
P3936
|
FINISHED |
| Object | Emmaus, Pennsylvania |
—
|
NE NERFINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Emmaus, Pennsylvania | Statement: [Pennsylvania Route 29, servesMunicipality, Emmaus, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emmaus, Pennsylvania Context triple: [Pennsylvania Route 29, servesMunicipality, Emmaus, Pennsylvania]
-
A.
Emmaus, Pennsylvania
chosen
Emmaus, Pennsylvania is a small borough in the Lehigh Valley region known for its historic downtown, community-oriented atmosphere, and proximity to the city of Allentown.
-
B.
St. Davids, Pennsylvania
St. Davids, Pennsylvania is an affluent residential community on Philadelphia’s Main Line known for its historic character and proximity to institutions like Eastern University.
-
C.
Palmyra, Pennsylvania
Palmyra, Pennsylvania is a small borough in Lebanon County known for its residential community character and proximity to the city of Lebanon and the Hershey area.
-
D.
Bethlehem, Pennsylvania
Bethlehem, Pennsylvania is a historic city in the Lehigh Valley known for its former Bethlehem Steel industry, vibrant arts scene, and Lehigh University.
-
E.
Cochran’s Mills, Pennsylvania
Cochran’s Mills, Pennsylvania was a small 19th-century village in Armstrong County best known as the birthplace of pioneering investigative journalist Nellie Bly (born Elizabeth Jane Cochran).
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e5179da1048190944398e229e7a4c1 |
completed | April 19, 2026, 5:57 p.m. |
Created at: April 10, 2026, 10:45 a.m.