Triple
T12425627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Expend4bles |
E296890
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
Kenny Low
Kenny Low is an actor known for appearing in the action film "Expend4bles," part of the Expendables franchise.
|
E980589
|
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: Kenny Low | Statement: [Expend4bles, hasCastMember, Kenny Low]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kenny Low Context triple: [Expend4bles, hasCastMember, Kenny Low]
-
A.
Ken Seng
Ken Seng is a cinematographer known for his visually distinctive work on films such as "Obsessed."
-
B.
Jeffrey Cheah
Jeffrey Cheah is a Malaysian entrepreneur and philanthropist best known as the founder of the Sunway Group and a major advocate for education and sustainable urban development.
-
C.
Mark Chee
Mark Chee is a molecular biologist and entrepreneur best known as a co-founder of Illumina, a leading company in DNA sequencing and genomics technologies.
-
D.
Eddy Choong
Eddy Choong was a legendary Malaysian badminton player renowned for his multiple All England titles in the 1950s and his pioneering role in the sport’s international rise.
-
E.
Willy Leow
Willy Leow was a German communist politician and activist who became a prominent leader in the militant workers’ organization Roter Frontkämpferbund during the Weimar Republic.
- 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: Kenny Low Triple: [Expend4bles, hasCastMember, Kenny Low]
Generated description
Kenny Low is an actor known for appearing in the action film "Expend4bles," part of the Expendables franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kenny Low Target entity description: Kenny Low is an actor known for appearing in the action film "Expend4bles," part of the Expendables franchise.
-
A.
Ken Seng
Ken Seng is a cinematographer known for his visually distinctive work on films such as "Obsessed."
-
B.
Jeffrey Cheah
Jeffrey Cheah is a Malaysian entrepreneur and philanthropist best known as the founder of the Sunway Group and a major advocate for education and sustainable urban development.
-
C.
Mark Chee
Mark Chee is a molecular biologist and entrepreneur best known as a co-founder of Illumina, a leading company in DNA sequencing and genomics technologies.
-
D.
Eddy Choong
Eddy Choong was a legendary Malaysian badminton player renowned for his multiple All England titles in the 1950s and his pioneering role in the sport’s international rise.
-
E.
Willy Leow
Willy Leow was a German communist politician and activist who became a prominent leader in the militant workers’ organization Roter Frontkämpferbund during the Weimar Republic.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d7b6bd08190b30beba393a5b1e7 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6349716fc8190997b54a50d29827a |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f6356ce3f4819087d1703db655cbb4 |
completed | May 2, 2026, 5:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63693f5c881909a9683a0c6a68739 |
completed | May 2, 2026, 5:38 p.m. |
Created at: April 8, 2026, 9:55 p.m.