Triple
T5247512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billy Maharg |
E118499
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
William Maharg
William "Billy" Maharg was an early 20th-century American baseball player and later a figure implicated in the 1919 Black Sox World Series game-fixing scandal.
|
E514420
|
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: William Maharg | Statement: [Billy Maharg, alsoKnownAs, William Maharg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Maharg Context triple: [Billy Maharg, alsoKnownAs, William Maharg]
-
A.
Richard Hiscott
Richard Hiscott is an editor known for his work on the television series "Willow."
-
B.
Douglas Milsome
Douglas Milsome is a British cinematographer known for his work on major films including "Robin Hood: Prince of Thieves" and for his collaborations with director Stanley Kubrick.
-
C.
Alastair Stewart
Alastair Stewart is a British journalist and long-serving television news presenter best known for his work with ITN and ITV News.
-
D.
Alan Milburn
Alan Milburn is a British Labour politician and former Secretary of State for Health who later became a prominent figure in public service reform and higher education leadership.
-
E.
Alan McMichael
Alan McMichael is a key protagonist in the gothic romance horror film "Crimson Peak," portrayed as a loyal and principled young man who becomes entangled in the dark secrets surrounding the Sharpe family.
- 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: William Maharg Triple: [Billy Maharg, alsoKnownAs, William Maharg]
Generated description
William "Billy" Maharg was an early 20th-century American baseball player and later a figure implicated in the 1919 Black Sox World Series game-fixing scandal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Maharg Target entity description: William "Billy" Maharg was an early 20th-century American baseball player and later a figure implicated in the 1919 Black Sox World Series game-fixing scandal.
-
A.
Richard Hiscott
Richard Hiscott is an editor known for his work on the television series "Willow."
-
B.
Douglas Milsome
Douglas Milsome is a British cinematographer known for his work on major films including "Robin Hood: Prince of Thieves" and for his collaborations with director Stanley Kubrick.
-
C.
Alastair Stewart
Alastair Stewart is a British journalist and long-serving television news presenter best known for his work with ITN and ITV News.
-
D.
Alan Milburn
Alan Milburn is a British Labour politician and former Secretary of State for Health who later became a prominent figure in public service reform and higher education leadership.
-
E.
Alan McMichael
Alan McMichael is a key protagonist in the gothic romance horror film "Crimson Peak," portrayed as a loyal and principled young man who becomes entangled in the dark secrets surrounding the Sharpe family.
- 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_69bd4468aacc8190a8196f71855cdf4f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b5320748190bcf3be4b6c364f92 |
completed | March 20, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21ab5bc481909a8f2f5d1aaeb111 |
completed | March 21, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69bf23fb1ce48190877eb58730d82b62 |
completed | March 21, 2026, 11:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf245092b48190904e1a7b1e5923af |
completed | March 21, 2026, 11:05 p.m. |
Created at: March 20, 2026, 1:50 p.m.