Triple
T15452271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hurts 2B Human |
E371681
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Andrew Wells
Andrew Wells is a music producer known for his work on the album "Hurts 2B Human."
|
E1174683
|
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: Andrew Wells | Statement: [Hurts 2B Human, producer, Andrew Wells]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Wells Context triple: [Hurts 2B Human, producer, Andrew Wells]
-
A.
Michael Wells
Michael Wells is a musician best known as a member of the American alternative country/rock band The Walkabouts.
-
B.
Michael Wells
Michael Wells is best known as the husband of acclaimed British actress Susannah York.
-
C.
Roger Woodard
Roger Woodard is a scholar best known for his work in classical studies and Indo-European linguistics, particularly on ancient Greek language and writing systems.
-
D.
Edward Andrews
Edward Andrews was an American character actor known for his prolific film and television work from the 1950s through the 1970s, often portraying affable yet officious authority figures.
-
E.
Dean Wellins
Dean Wellins is an American animator, storyboard artist, and director known for his work on major Disney animated films such as Bolt and Tangled.
- 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: Andrew Wells Triple: [Hurts 2B Human, producer, Andrew Wells]
Generated description
Andrew Wells is a music producer known for his work on the album "Hurts 2B Human."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew Wells Target entity description: Andrew Wells is a music producer known for his work on the album "Hurts 2B Human."
-
A.
Michael Wells
Michael Wells is a musician best known as a member of the American alternative country/rock band The Walkabouts.
-
B.
Michael Wells
Michael Wells is best known as the husband of acclaimed British actress Susannah York.
-
C.
Roger Woodard
Roger Woodard is a scholar best known for his work in classical studies and Indo-European linguistics, particularly on ancient Greek language and writing systems.
-
D.
Edward Andrews
Edward Andrews was an American character actor known for his prolific film and television work from the 1950s through the 1970s, often portraying affable yet officious authority figures.
-
E.
Dean Wellins
Dean Wellins is an American animator, storyboard artist, and director known for his work on major Disney animated films such as Bolt and Tangled.
- 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_69d85cc8bd308190886949510b42e764 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03efaf82c81908b464e37ce9c159a |
completed | April 16, 2026, 1:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff8759922c8190ae5a5700e3ecc87c |
completed | May 9, 2026, 7:13 p.m. |
| NEDg | Description generation | batch_69ff87f0eed08190a0eaffb4a32f1eae |
completed | May 9, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff88ba20788190aeadd14e56c510db |
completed | May 9, 2026, 7:19 p.m. |
Created at: April 10, 2026, 3:30 a.m.