Triple
T23123379
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ray Harroun |
E576959
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Spartansburg, Pennsylvania, United States
Spartansburg, Pennsylvania, United States is a small rural borough in Crawford County known historically as the birthplace of early Indianapolis 500 winner Ray Harroun.
|
E1570909
|
NE FINISHED |
How this triple was built (4 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: Spartansburg, Pennsylvania, United States | Statement: [Ray Harroun, placeOfBirth, Spartansburg, Pennsylvania, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spartansburg, Pennsylvania, United States Context triple: [Ray Harroun, placeOfBirth, Spartansburg, Pennsylvania, United States]
-
A.
Scranton, Pennsylvania, United States
Scranton, Pennsylvania, United States is a historic industrial city in northeastern Pennsylvania known for its coal-mining heritage and as the childhood hometown of U.S. President Joe Biden.
-
B.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
-
C.
Wilkes-Barre, Pennsylvania, United States
Wilkes-Barre is a small industrial city in northeastern Pennsylvania known historically for its coal mining heritage and location in the Wyoming Valley along the Susquehanna River.
-
D.
Selinsgrove, Pennsylvania
Selinsgrove, Pennsylvania is a small borough in Snyder County known for housing Susquehanna University and its historic downtown along the Susquehanna River.
-
E.
Millsboro, Pennsylvania, United States
Millsboro, Pennsylvania, United States is a small community in southwestern Pennsylvania notable as the birthplace of actor and activist Billy Barty.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Spartansburg, Pennsylvania, United States Triple: [Ray Harroun, placeOfBirth, Spartansburg, Pennsylvania, United States]
Generated description
Spartansburg, Pennsylvania, United States is a small rural borough in Crawford County known historically as the birthplace of early Indianapolis 500 winner Ray Harroun.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spartansburg, Pennsylvania, United States Target entity description: Spartansburg, Pennsylvania, United States is a small rural borough in Crawford County known historically as the birthplace of early Indianapolis 500 winner Ray Harroun.
-
A.
Scranton, Pennsylvania, United States
Scranton, Pennsylvania, United States is a historic industrial city in northeastern Pennsylvania known for its coal-mining heritage and as the childhood hometown of U.S. President Joe Biden.
-
B.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
-
C.
Wilkes-Barre, Pennsylvania, United States
Wilkes-Barre is a small industrial city in northeastern Pennsylvania known historically for its coal mining heritage and location in the Wyoming Valley along the Susquehanna River.
-
D.
Selinsgrove, Pennsylvania
Selinsgrove, Pennsylvania is a small borough in Snyder County known for housing Susquehanna University and its historic downtown along the Susquehanna River.
-
E.
Millsboro, Pennsylvania, United States
Millsboro, Pennsylvania, United States is a small community in southwestern Pennsylvania notable as the birthplace of actor and activist Billy Barty.
- F. None of above. chosen
Provenance (5 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_69e245f6c2e881909a228fdcfeb7c7d3 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e517a0481909829a73fdf255d1c |
completed | April 29, 2026, 4:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c23f25dec8190984bc2dafd008a48 |
completed | May 19, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_6a0c271e8a8c8190ba994f557f077288 |
completed | May 19, 2026, 9:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c27d3befc8190bc7a3697bc0e817b |
completed | May 19, 2026, 9:05 a.m. |
Created at: April 17, 2026, 3:59 p.m.