Triple
T15595842
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shinedown |
E374888
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Josh Sturm
Josh Sturm is an American guitarist best known for his past role in the rock band Shinedown.
|
E1167157
|
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: Josh Sturm | Statement: [Shinedown, formerMember, Josh Sturm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Josh Sturm Context triple: [Shinedown, formerMember, Josh Sturm]
-
A.
John Matsko
John Matsko is an American football offensive line coach best known for his long NFL coaching career with multiple teams, including the St. Louis Rams during their high-powered "Greatest Show on Turf" era.
-
B.
Marco Sturm
Marco Sturm is a former German professional ice hockey forward and coach, best known for his NHL career and later coaching roles, including leading Germany’s national team.
-
C.
Matt Noveskey
Matt Noveskey is an American bassist, songwriter, and producer best known for his long-time role in the alternative rock band Blue October.
-
D.
Brian Gionta
Brian Gionta is an American former professional ice hockey right winger who captained both the Montreal Canadiens and Buffalo Sabres in the NHL and represented the United States in multiple international tournaments.
-
E.
Keith Neudecker
Keith Neudecker is the traumatized World Trade Center survivor whose fragmented post-9/11 life and relationships form the emotional core of Don DeLillo’s novel "Falling Man."
- 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: Josh Sturm Triple: [Shinedown, formerMember, Josh Sturm]
Generated description
Josh Sturm is an American guitarist best known for his past role in the rock band Shinedown.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Josh Sturm Target entity description: Josh Sturm is an American guitarist best known for his past role in the rock band Shinedown.
-
A.
John Matsko
John Matsko is an American football offensive line coach best known for his long NFL coaching career with multiple teams, including the St. Louis Rams during their high-powered "Greatest Show on Turf" era.
-
B.
Marco Sturm
Marco Sturm is a former German professional ice hockey forward and coach, best known for his NHL career and later coaching roles, including leading Germany’s national team.
-
C.
Matt Noveskey
Matt Noveskey is an American bassist, songwriter, and producer best known for his long-time role in the alternative rock band Blue October.
-
D.
Brian Gionta
Brian Gionta is an American former professional ice hockey right winger who captained both the Montreal Canadiens and Buffalo Sabres in the NHL and represented the United States in multiple international tournaments.
-
E.
Keith Neudecker
Keith Neudecker is the traumatized World Trade Center survivor whose fragmented post-9/11 life and relationships form the emotional core of Don DeLillo’s novel "Falling Man."
- 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_69d85cce25008190b13b52745fbd719b |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e5f9db8819083abf80f01f32b3d |
completed | April 16, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff56ca72ec8190a237db843dc6d625 |
completed | May 9, 2026, 3:46 p.m. |
| NEDg | Description generation | batch_69ff58a93fb481908cedf981caf1bb23 |
completed | May 9, 2026, 3:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff59718048819086a1d0ba773e9a92 |
completed | May 9, 2026, 3:57 p.m. |
Created at: April 10, 2026, 4:12 a.m.