Triple
T10966573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harding |
E259114
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ian Harding
Ian Harding is an American actor best known for his role as Ezra Fitz on the television series "Pretty Little Liars."
|
E926712
|
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: Ian Harding | Statement: [Harding, hasNotableBearer, Ian Harding]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ian Harding Context triple: [Harding, hasNotableBearer, Ian Harding]
-
A.
Neil Harding
Neil Harding is a relatively obscure individual whose name appears in records or references but who is not widely recognized as a public figure.
-
B.
Phil Harding
Phil Harding is a British audio engineer and record producer known for his influential work in pop and dance music, particularly during the 1980s and 1990s.
-
C.
David Harding
David Harding is a British billionaire hedge fund manager and philanthropist, best known as the founder of the quantitative investment firm Winton Group.
-
D.
Chris Harding
Chris Harding is a relatively common personal name shared by multiple individuals across various professions, including sports, academia, and the arts.
-
E.
Ian Crafford
Ian Crafford is a film editor best known for his work on the James Bond movie "Never Say Never Again."
- 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: Ian Harding Triple: [Harding, hasNotableBearer, Ian Harding]
Generated description
Ian Harding is an American actor best known for his role as Ezra Fitz on the television series "Pretty Little Liars."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ian Harding Target entity description: Ian Harding is an American actor best known for his role as Ezra Fitz on the television series "Pretty Little Liars."
-
A.
Neil Harding
Neil Harding is a relatively obscure individual whose name appears in records or references but who is not widely recognized as a public figure.
-
B.
Phil Harding
Phil Harding is a British audio engineer and record producer known for his influential work in pop and dance music, particularly during the 1980s and 1990s.
-
C.
David Harding
David Harding is a British billionaire hedge fund manager and philanthropist, best known as the founder of the quantitative investment firm Winton Group.
-
D.
Chris Harding
Chris Harding is a relatively common personal name shared by multiple individuals across various professions, including sports, academia, and the arts.
-
E.
Ian Crafford
Ian Crafford is a film editor best known for his work on the James Bond movie "Never Say Never Again."
- 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_69d6aa88500c819097d7032ca578e74f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77149c0448190a66322fa696fdbda |
completed | April 9, 2026, 9:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5e890bb9c81908c316a6423e650e6 |
completed | April 20, 2026, 8:49 a.m. |
| NEDg | Description generation | batch_69e5eeb38d588190b51b6c299bb717dd |
completed | April 20, 2026, 9:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5f19dd3348190b037e09c87b528e9 |
completed | April 20, 2026, 9:27 a.m. |
Created at: April 8, 2026, 9:24 p.m.