Triple
T22798001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pretty Little Liars |
E564301
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Oliver Goldstick
Oliver Goldstick is an American television writer and producer best known for his work on popular drama series such as "Pretty Little Liars" and "Ugly Betty."
|
E1554732
|
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: Oliver Goldstick | Statement: [Pretty Little Liars, executiveProducer, Oliver Goldstick]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oliver Goldstick Context triple: [Pretty Little Liars, executiveProducer, Oliver Goldstick]
-
A.
Oliver Marchant
Oliver Marchant is a central character in Helen Fielding’s novel "Cause Celeb," involved in the world of celebrity and humanitarian aid.
-
B.
Oliver Wilsford
Oliver Wilsford is the seemingly charming but secretly treacherous German fifth columnist who infiltrates an English village in the 1942 British war film "Went the Day Well?".
-
C.
Oliver Butcher
Oliver Butcher is a screenwriter known for co-writing films such as the thriller "Message from the King."
-
D.
Oliver Martin
Oliver Martin is the romantic lead in the film "A Lot Like Love," whose evolving relationship with Emily over several years forms the heart of the story.
-
E.
Oliver Lacon
Oliver Lacon is a senior British intelligence bureaucrat in John le Carré’s George Smiley novels, serving as a high-ranking civil servant overseeing the Secret Service.
- 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: Oliver Goldstick Triple: [Pretty Little Liars, executiveProducer, Oliver Goldstick]
Generated description
Oliver Goldstick is an American television writer and producer best known for his work on popular drama series such as "Pretty Little Liars" and "Ugly Betty."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oliver Goldstick Target entity description: Oliver Goldstick is an American television writer and producer best known for his work on popular drama series such as "Pretty Little Liars" and "Ugly Betty."
-
A.
Oliver Marchant
Oliver Marchant is a central character in Helen Fielding’s novel "Cause Celeb," involved in the world of celebrity and humanitarian aid.
-
B.
Oliver Wilsford
Oliver Wilsford is the seemingly charming but secretly treacherous German fifth columnist who infiltrates an English village in the 1942 British war film "Went the Day Well?".
-
C.
Oliver Butcher
Oliver Butcher is a screenwriter known for co-writing films such as the thriller "Message from the King."
-
D.
Oliver Martin
Oliver Martin is the romantic lead in the film "A Lot Like Love," whose evolving relationship with Emily over several years forms the heart of the story.
-
E.
Oliver Lacon
Oliver Lacon is a senior British intelligence bureaucrat in John le Carré’s George Smiley novels, serving as a high-ranking civil servant overseeing the Secret Service.
- 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_69e2458185f88190b0045227ee420411 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17cda76448190891c5190e1d75ae0 |
completed | April 29, 2026, 3:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9e977a888190a629b61b37853016 |
completed | May 18, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_6a0b9f8d55408190954f97b4504b5451 |
completed | May 18, 2026, 11:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba00135f88190a10c12118e48f7cc |
completed | May 18, 2026, 11:25 p.m. |
Created at: April 17, 2026, 3:30 p.m.