Triple
T16670477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | L.A. Guns |
E405093
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Kirk Frohlich
Kirk Frohlich is a musician best known as a member of the hard rock band L.A. Guns.
|
E1315635
|
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: Kirk Frohlich | Statement: [L.A. Guns, hasMember, Kirk Frohlich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kirk Frohlich Context triple: [L.A. Guns, hasMember, Kirk Frohlich]
-
A.
Kirk Stievely
Kirk Stievely is a British actor best known as the former husband of actress Victoria Tennant.
-
B.
Andy Pforsich
Andy Pforsich is a voice actor known for his work in the Peanuts animated film "A Boy Named Charlie Brown."
-
C.
Kirk La Shelle
Kirk La Shelle was an American playwright and screenwriter active in the early 20th century, known for adapting popular literary works for the stage and screen.
-
D.
Mark Stoermer
Mark Stoermer is an American musician best known as the longtime bassist for the rock band The Killers.
-
E.
Joe Rohde
Joe Rohde is an American creative executive and former Walt Disney Imagineer best known for leading the design of Disney’s Animal Kingdom and other highly themed, story-driven attractions.
- 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: Kirk Frohlich Triple: [L.A. Guns, hasMember, Kirk Frohlich]
Generated description
Kirk Frohlich is a musician best known as a member of the hard rock band L.A. Guns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kirk Frohlich Target entity description: Kirk Frohlich is a musician best known as a member of the hard rock band L.A. Guns.
-
A.
Kirk Stievely
Kirk Stievely is a British actor best known as the former husband of actress Victoria Tennant.
-
B.
Andy Pforsich
Andy Pforsich is a voice actor known for his work in the Peanuts animated film "A Boy Named Charlie Brown."
-
C.
Kirk La Shelle
Kirk La Shelle was an American playwright and screenwriter active in the early 20th century, known for adapting popular literary works for the stage and screen.
-
D.
Mark Stoermer
Mark Stoermer is an American musician best known as the longtime bassist for the rock band The Killers.
-
E.
Joe Rohde
Joe Rohde is an American creative executive and former Walt Disney Imagineer best known for leading the design of Disney’s Animal Kingdom and other highly themed, story-driven attractions.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37ca079ec819090b356c86a9241cc |
completed | April 18, 2026, 12:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03b3daaa6c819093420d0a4dc97a5a |
completed | May 12, 2026, 11:12 p.m. |
| NEDg | Description generation | batch_6a03b5109b108190a3dea7e6f44a060f |
completed | May 12, 2026, 11:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03b65c8d5c819080b8b6b95aea8a35 |
completed | May 12, 2026, 11:23 p.m. |
Created at: April 10, 2026, 5:18 a.m.