Triple
T11900460
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 5 Seconds of Summer |
E283135
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Luke Hemmings
Luke Hemmings is an Australian singer, songwriter, and musician best known as the lead vocalist and rhythm guitarist of the pop-rock band 5 Seconds of Summer.
|
E953660
|
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: Luke Hemmings | Statement: [5 Seconds of Summer, hasMember, Luke Hemmings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luke Hemmings Context triple: [5 Seconds of Summer, hasMember, Luke Hemmings]
-
A.
Cooper Hefner
Cooper Hefner is an American businessman and media executive best known as the son of Playboy founder Hugh Hefner and for his leadership roles within the Playboy Enterprises brand.
-
B.
Daniel Mookhey
Daniel Mookhey is an Australian Labor politician who serves as the Treasurer of New South Wales in the Minns government.
-
C.
Brody Jenner
Brody Jenner is an American television personality and model best known for appearing on reality shows like "The Hills" and "Keeping Up with the Kardashians."
-
D.
Adam Hann-Byrd
Adam Hann-Byrd is an American actor best known for his childhood role as a prodigy in the film "Little Man Tate."
-
E.
Wade Robson
Wade Robson is an Australian-born dancer and choreographer best known for his work with major pop artists like Britney Spears and *NSYNC and later for his controversial allegations against Michael Jackson.
- 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: Luke Hemmings Triple: [5 Seconds of Summer, hasMember, Luke Hemmings]
Generated description
Luke Hemmings is an Australian singer, songwriter, and musician best known as the lead vocalist and rhythm guitarist of the pop-rock band 5 Seconds of Summer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luke Hemmings Target entity description: Luke Hemmings is an Australian singer, songwriter, and musician best known as the lead vocalist and rhythm guitarist of the pop-rock band 5 Seconds of Summer.
-
A.
Cooper Hefner
Cooper Hefner is an American businessman and media executive best known as the son of Playboy founder Hugh Hefner and for his leadership roles within the Playboy Enterprises brand.
-
B.
Daniel Mookhey
Daniel Mookhey is an Australian Labor politician who serves as the Treasurer of New South Wales in the Minns government.
-
C.
Brody Jenner
Brody Jenner is an American television personality and model best known for appearing on reality shows like "The Hills" and "Keeping Up with the Kardashians."
-
D.
Adam Hann-Byrd
Adam Hann-Byrd is an American actor best known for his childhood role as a prodigy in the film "Little Man Tate."
-
E.
Wade Robson
Wade Robson is an Australian-born dancer and choreographer best known for his work with major pop artists like Britney Spears and *NSYNC and later for his controversial allegations against Michael Jackson.
- 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_69d6ab2a90b08190a4e818821cc93e6d |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8dd16433881909befca9774bdaab4 |
completed | April 10, 2026, 11:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4182f18c08190b22706b024d60dd7 |
completed | May 1, 2026, 3:04 a.m. |
| NEDg | Description generation | batch_69f41f1d2da0819082f00cf61a6530b6 |
completed | May 1, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f4228a73708190a6d2db321e175921 |
completed | May 1, 2026, 3:48 a.m. |
Created at: April 8, 2026, 9:44 p.m.