Triple
T2657668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hello Mary Lou |
E54652
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Joe Johnson
Joe Johnson is a music producer known for his work on the song "Hello Mary Lou."
|
E287836
|
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: Joe Johnson | Statement: [Hello Mary Lou, producer, Joe Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joe Johnson Context triple: [Hello Mary Lou, producer, Joe Johnson]
-
A.
Arthur Johnson
Arthur Johnson is a collegiate sports administrator who serves as the athletic director overseeing Temple University's athletics program, including the men's basketball team.
-
B.
James Johnson
James Johnson was a participant in the War of 1812, remembered for his role in the Battle of the Thames.
-
C.
Christopher Johnson
Christopher Johnson is an American businessman and member of the Johnson family who serves as a principal owner and executive of the New York Jets NFL franchise.
-
D.
Cavalier Johnson
Cavalier Johnson is an American politician who serves as the mayor of Milwaukee, Wisconsin.
-
E.
James William Johnson
James William Johnson is the American football coach and broadcaster better known as Jimmy Johnson, who led the Dallas Cowboys to two Super Bowl titles in the 1990s.
- 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: Joe Johnson Triple: [Hello Mary Lou, producer, Joe Johnson]
Generated description
Joe Johnson is a music producer known for his work on the song "Hello Mary Lou."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joe Johnson Target entity description: Joe Johnson is a music producer known for his work on the song "Hello Mary Lou."
-
A.
Arthur Johnson
Arthur Johnson is a collegiate sports administrator who serves as the athletic director overseeing Temple University's athletics program, including the men's basketball team.
-
B.
James Johnson
James Johnson was a participant in the War of 1812, remembered for his role in the Battle of the Thames.
-
C.
Christopher Johnson
Christopher Johnson is an American businessman and member of the Johnson family who serves as a principal owner and executive of the New York Jets NFL franchise.
-
D.
Cavalier Johnson
Cavalier Johnson is an American politician who serves as the mayor of Milwaukee, Wisconsin.
-
E.
James William Johnson
James William Johnson is the American football coach and broadcaster better known as Jimmy Johnson, who led the Dallas Cowboys to two Super Bowl titles in the 1990s.
- 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_69ab49e028948190b97e01d73548b1d9 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd94c61a08190bdf5e1caeff3e788 |
completed | March 7, 2026, 7:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa054d4d0819095084088fd54a63a |
completed | March 10, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69afa0e62fa08190bf278abfce54708d |
completed | March 10, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1c8a7708190bdaefee27d596e49 |
completed | March 10, 2026, 4:44 a.m. |
Created at: March 6, 2026, 9:53 p.m.