Triple
T20430015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AFI |
E501105
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Mark Stopholese
Mark Stopholese is a musician best known as an early member of the American rock band AFI.
|
E1431489
|
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: Mark Stopholese | Statement: [AFI, formerMember, Mark Stopholese]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Stopholese Context triple: [AFI, formerMember, Mark Stopholese]
-
A.
Craig Storper
Craig Storper is a screenwriter best known for writing the Western film "Open Range," directed by and starring Kevin Costner.
-
B.
Craig Storper
Craig Storper is a screenwriter best known for his work on the Western film "Into the West."
-
C.
Jeremy Stoppelman
Jeremy Stoppelman is an American entrepreneur best known as the co-founder and longtime CEO of Yelp, a popular online review platform for local businesses.
-
D.
Mark Esposito
Mark Esposito is a scholar and author known for his work on economics, business, and the impact of emerging technologies on the future of work and society.
-
E.
Ryan Stasik
Ryan Stasik is an American bassist best known as a founding member of the progressive rock and jam band Umphrey's McGee.
- 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: Mark Stopholese Triple: [AFI, formerMember, Mark Stopholese]
Generated description
Mark Stopholese is a musician best known as an early member of the American rock band AFI.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Stopholese Target entity description: Mark Stopholese is a musician best known as an early member of the American rock band AFI.
-
A.
Craig Storper
Craig Storper is a screenwriter best known for writing the Western film "Open Range," directed by and starring Kevin Costner.
-
B.
Craig Storper
Craig Storper is a screenwriter best known for his work on the Western film "Into the West."
-
C.
Jeremy Stoppelman
Jeremy Stoppelman is an American entrepreneur best known as the co-founder and longtime CEO of Yelp, a popular online review platform for local businesses.
-
D.
Mark Esposito
Mark Esposito is a scholar and author known for his work on economics, business, and the impact of emerging technologies on the future of work and society.
-
E.
Ryan Stasik
Ryan Stasik is an American bassist best known as a founding member of the progressive rock and jam band Umphrey's McGee.
- 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_69e0b4aa68fc8190b1a14c55575ef04a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67bac39288190b294b291301ac843 |
completed | April 20, 2026, 7:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0883f2977c8190b8c98b5beec749c1 |
completed | May 16, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_6a0885caeb648190b07dd6dab576a9f8 |
completed | May 16, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08863ed9748190bd15713b2cfa61c0 |
completed | May 16, 2026, 2:59 p.m. |
Created at: April 16, 2026, 11:31 a.m.