Triple
T7713973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guy |
E174835
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Aaron Hall
Aaron Hall is an American R&B singer best known as the lead vocalist of the group Guy and for his influential work in the new jack swing era.
|
E682569
|
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: Aaron Hall | Statement: [Guy, hasMember, Aaron Hall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron Hall Context triple: [Guy, hasMember, Aaron Hall]
-
A.
Matt Hall
Matt Hall is an Australian aviator and former Royal Australian Air Force fighter pilot best known for being a top competitor in the Red Bull Air Race World Championship.
-
B.
Paul Hall
Paul Hall is a film producer best known for his work on major studio projects, including the 2000 action-crime film "Shaft."
-
C.
Brad Hall
Brad Hall is an American actor, comedian, writer, and director known for his work on "Saturday Night Live" and for co-creating the sitcom "The Single Guy."
-
D.
Brian Hall
Brian Hall is an American soccer referee best known for officiating high-profile Major League Soccer matches and international competitions.
-
E.
Brian Hall
Brian Hall is a prominent evolutionary developmental biologist known for his influential work on the development and evolution of the vertebrate skeleton.
- 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: Aaron Hall Triple: [Guy, hasMember, Aaron Hall]
Generated description
Aaron Hall is an American R&B singer best known as the lead vocalist of the group Guy and for his influential work in the new jack swing era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aaron Hall Target entity description: Aaron Hall is an American R&B singer best known as the lead vocalist of the group Guy and for his influential work in the new jack swing era.
-
A.
Matt Hall
Matt Hall is an Australian aviator and former Royal Australian Air Force fighter pilot best known for being a top competitor in the Red Bull Air Race World Championship.
-
B.
Paul Hall
Paul Hall is a film producer best known for his work on major studio projects, including the 2000 action-crime film "Shaft."
-
C.
Brad Hall
Brad Hall is an American actor, comedian, writer, and director known for his work on "Saturday Night Live" and for co-creating the sitcom "The Single Guy."
-
D.
Brian Hall
Brian Hall is an American soccer referee best known for officiating high-profile Major League Soccer matches and international competitions.
-
E.
Brian Hall
Brian Hall is a prominent evolutionary developmental biologist known for his influential work on the development and evolution of the vertebrate skeleton.
- 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_69c6995c463c8190a14458036249d419 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702ca8f048190a6ea27b8cee2f93e |
completed | March 27, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8acd3e9f88190adf42ab42c21b722 |
completed | March 29, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69c8adbca88c819080cf255728a986b3 |
completed | March 29, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8ae50d69881909530db8d874dace2 |
completed | March 29, 2026, 4:45 a.m. |
Created at: March 27, 2026, 4:04 p.m.