Triple
T5247513
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billy Maharg |
E118499
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Billy Maharg, American gambler
Billy Maharg was an American gambler and former baseball player best known for his involvement as a go-between in the 1919 Black Sox World Series fixing scandal.
|
E505134
|
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: Billy Maharg, American gambler | Statement: [Billy Maharg, alsoKnownAs, Billy Maharg, American gambler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Maharg, American gambler Context triple: [Billy Maharg, alsoKnownAs, Billy Maharg, American gambler]
-
A.
Johnny Quid
Johnny Quid is a drug-addicted, nihilistic rock musician and supposed-dead heir to a London crime boss in Guy Ritchie's film "RocknRolla."
-
B.
Steve Wynn
Steve Wynn is an American singer, songwriter, and guitarist best known as the frontman of the influential alternative rock band The Dream Syndicate.
-
C.
Steve Wynn
Steve Wynn is an American real estate developer and casino magnate best known for transforming the Las Vegas Strip with a series of landmark luxury resorts.
-
D.
Mad Baron
Mad Baron is the notorious nickname of Roman von Ungern-Sternberg, a fanatical White Russian warlord known for his extreme brutality and eccentric mysticism during the Russian Civil War and Mongolian campaigns.
-
E.
Mr. Vegas
Mr. Vegas is a Jamaican dancehall and reggae singer known for hits like "Heads High" and "Hot Wuk" and for his energetic, melodic deejay style.
- 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: Billy Maharg, American gambler Triple: [Billy Maharg, alsoKnownAs, Billy Maharg, American gambler]
Generated description
Billy Maharg was an American gambler and former baseball player best known for his involvement as a go-between in the 1919 Black Sox World Series fixing scandal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billy Maharg, American gambler Target entity description: Billy Maharg was an American gambler and former baseball player best known for his involvement as a go-between in the 1919 Black Sox World Series fixing scandal.
-
A.
Johnny Quid
Johnny Quid is a drug-addicted, nihilistic rock musician and supposed-dead heir to a London crime boss in Guy Ritchie's film "RocknRolla."
-
B.
Steve Wynn
Steve Wynn is an American singer, songwriter, and guitarist best known as the frontman of the influential alternative rock band The Dream Syndicate.
-
C.
Steve Wynn
Steve Wynn is an American real estate developer and casino magnate best known for transforming the Las Vegas Strip with a series of landmark luxury resorts.
-
D.
Mad Baron
Mad Baron is the notorious nickname of Roman von Ungern-Sternberg, a fanatical White Russian warlord known for his extreme brutality and eccentric mysticism during the Russian Civil War and Mongolian campaigns.
-
E.
Mr. Vegas
Mr. Vegas is a Jamaican dancehall and reggae singer known for hits like "Heads High" and "Hot Wuk" and for his energetic, melodic deejay style.
- 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_69bef836d158819092cdd22e0dbc9dae |
completed | March 21, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69bef8d1cc2c8190aa8cf712f14d0565 |
completed | March 21, 2026, 8 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef95e7ce48190a1ec2fc27ce37d00 |
completed | March 21, 2026, 8:02 p.m. |
Created at: March 20, 2026, 1:50 p.m.