Triple
T22120922
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pipeline Masters |
E546663
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Fred Hemmings
Fred Hemmings is a former professional surfer and influential Hawaiian sports promoter who helped popularize modern surfing competitions.
|
E1521229
|
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: Fred Hemmings | Statement: [Pipeline Masters, founder, Fred Hemmings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred Hemmings Context triple: [Pipeline Masters, founder, Fred Hemmings]
-
A.
Bill Heslop
Bill Heslop is a domineering, corrupt small-town Australian politician and the overbearing father of the protagonist in the film "Muriel's Wedding."
-
B.
Guy Heeley
Guy Heeley is a British film producer known for his work on a range of feature films, including the 2019 thriller "Serenity."
-
C.
Alan Emmott
Alan Emmott was a Canadian municipal politician who served as mayor of Burnaby, British Columbia.
-
D.
Lew Hayman
Lew Hayman was a prominent Canadian football coach and executive, best known for his influential roles with teams like the Toronto Argonauts and for helping shape the modern Canadian Football League.
-
E.
Al Hughes
Al Hughes is the central character of the 1986 sitcom "The Redd Foxx Show," portrayed as a middle-aged man navigating family, work, and comedic everyday challenges.
- 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: Fred Hemmings Triple: [Pipeline Masters, founder, Fred Hemmings]
Generated description
Fred Hemmings is a former professional surfer and influential Hawaiian sports promoter who helped popularize modern surfing competitions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fred Hemmings Target entity description: Fred Hemmings is a former professional surfer and influential Hawaiian sports promoter who helped popularize modern surfing competitions.
-
A.
Bill Heslop
Bill Heslop is a domineering, corrupt small-town Australian politician and the overbearing father of the protagonist in the film "Muriel's Wedding."
-
B.
Guy Heeley
Guy Heeley is a British film producer known for his work on a range of feature films, including the 2019 thriller "Serenity."
-
C.
Alan Emmott
Alan Emmott was a Canadian municipal politician who served as mayor of Burnaby, British Columbia.
-
D.
Lew Hayman
Lew Hayman was a prominent Canadian football coach and executive, best known for his influential roles with teams like the Toronto Argonauts and for helping shape the modern Canadian Football League.
-
E.
Al Hughes
Al Hughes is the central character of the 1986 sitcom "The Redd Foxx Show," portrayed as a middle-aged man navigating family, work, and comedic everyday challenges.
- 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_69e11e38b3848190ac3a4fa97d56e65a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12951fcd48190841319cd879c15cb |
completed | April 28, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a96f19b1c819081f1e62364261a60 |
completed | May 18, 2026, 4:34 a.m. |
| NEDg | Description generation | batch_6a0a9790deac8190bdc998971cfccc1a |
completed | May 18, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a98543b2c8190ba00964fd788bb5f |
completed | May 18, 2026, 4:40 a.m. |
Created at: April 16, 2026, 8:31 p.m.