Triple
T6745825
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alec Radford |
E154209
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Luke Metz
Luke Metz is a machine learning researcher known for his work on generative models and deep learning, often collaborating with Alec Radford.
|
E620418
|
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 Metz | Statement: [Alec Radford, coAuthorWith, Luke Metz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luke Metz Context triple: [Alec Radford, coAuthorWith, Luke Metz]
-
A.
Michael Gilio
Michael Gilio is an American screenwriter and filmmaker best known for co-writing the fantasy adventure film "Dungeons & Dragons: Honor Among Thieves."
-
B.
Michael Filerman
Michael Filerman was an American television producer best known for developing and producing popular prime-time soap operas during the 1970s and 1980s.
-
C.
Michael Yeargan
Michael Yeargan is an American scenic designer renowned for his work in opera and theatre, including major productions at leading companies such as the Metropolitan Opera and Broadway.
-
D.
Chris Klein
Chris Klein is a former American professional soccer player who later became a sports executive, notably serving as president of Major League Soccer’s LA Galaxy.
-
E.
Chris Klein
Chris Klein is an American actor best known for his breakout role as Oz in the teen comedy film series "American Pie."
- 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 Metz Triple: [Alec Radford, coAuthorWith, Luke Metz]
Generated description
Luke Metz is a machine learning researcher known for his work on generative models and deep learning, often collaborating with Alec Radford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luke Metz Target entity description: Luke Metz is a machine learning researcher known for his work on generative models and deep learning, often collaborating with Alec Radford.
-
A.
Michael Gilio
Michael Gilio is an American screenwriter and filmmaker best known for co-writing the fantasy adventure film "Dungeons & Dragons: Honor Among Thieves."
-
B.
Michael Filerman
Michael Filerman was an American television producer best known for developing and producing popular prime-time soap operas during the 1970s and 1980s.
-
C.
Michael Yeargan
Michael Yeargan is an American scenic designer renowned for his work in opera and theatre, including major productions at leading companies such as the Metropolitan Opera and Broadway.
-
D.
Chris Klein
Chris Klein is a former American professional soccer player who later became a sports executive, notably serving as president of Major League Soccer’s LA Galaxy.
-
E.
Chris Klein
Chris Klein is an American actor best known for his breakout role as Oz in the teen comedy film series "American Pie."
- 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_69c6880ef37881909268a5a7299b9293 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d1b74ae081908575c4e47c0ef297 |
completed | March 27, 2026, 6:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a76f0c8819097e19e016988f0b4 |
completed | March 28, 2026, 12:01 a.m. |
| NEDg | Description generation | batch_69c71d2b9f748190bfa4438b47aef820 |
completed | March 28, 2026, 12:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71da5ef54819099250aca55b1b27f |
completed | March 28, 2026, 12:15 a.m. |
Created at: March 27, 2026, 2:10 p.m.