Triple
T20875064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big Star |
E513997
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Andy Hummel
Andy Hummel was an American bassist and songwriter best known as a founding member of the influential power pop band Big Star.
|
E1455485
|
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: Andy Hummel | Statement: [Big Star, hasMember, Andy Hummel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andy Hummel Context triple: [Big Star, hasMember, Andy Hummel]
-
A.
Matthew Baer
Matthew Baer is a film producer best known for his work on major Hollywood dramas, including the World War II survival film "Unbroken."
-
B.
Jonathan Joseph Heder
Jonathan Joseph Heder is an American actor best known for his breakout role as the awkward title character in the cult comedy film "Napoleon Dynamite."
-
C.
Samuel Hollander
Samuel Hollander is a Canadian economist and historian of economic thought known for his extensive studies on classical economists such as Adam Smith, David Ricardo, and John Stuart Mill.
-
D.
Brett Schulman
Brett Schulman is an American business executive best known as the co-founder and CEO of the fast-casual Mediterranean restaurant chain Cava.
-
E.
Matthew Stuecken
Matthew Stuecken is a film screenwriter best known for co-writing the psychological sci-fi thriller "10 Cloverfield Lane."
- 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: Andy Hummel Triple: [Big Star, hasMember, Andy Hummel]
Generated description
Andy Hummel was an American bassist and songwriter best known as a founding member of the influential power pop band Big Star.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andy Hummel Target entity description: Andy Hummel was an American bassist and songwriter best known as a founding member of the influential power pop band Big Star.
-
A.
Matthew Baer
Matthew Baer is a film producer best known for his work on major Hollywood dramas, including the World War II survival film "Unbroken."
-
B.
Jonathan Joseph Heder
Jonathan Joseph Heder is an American actor best known for his breakout role as the awkward title character in the cult comedy film "Napoleon Dynamite."
-
C.
Samuel Hollander
Samuel Hollander is a Canadian economist and historian of economic thought known for his extensive studies on classical economists such as Adam Smith, David Ricardo, and John Stuart Mill.
-
D.
Brett Schulman
Brett Schulman is an American business executive best known as the co-founder and CEO of the fast-casual Mediterranean restaurant chain Cava.
-
E.
Matthew Stuecken
Matthew Stuecken is a film screenwriter best known for co-writing the psychological sci-fi thriller "10 Cloverfield Lane."
- 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_69e0b4f675cc8190b4e745225b62eb66 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c674075081909e0819b20bdbb7f4 |
completed | April 21, 2026, 12:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09139e7854819098246a47699fdf1f |
completed | May 17, 2026, 1:02 a.m. |
| NEDg | Description generation | batch_6a09145a9b0481909086941cdd981e1a |
completed | May 17, 2026, 1:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0914f1925081909bce8ad0932c6722 |
completed | May 17, 2026, 1:08 a.m. |
Created at: April 16, 2026, 12:45 p.m.