Triple
T16168542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harley Cooper |
E392370
|
entity |
| Predicate | romanticallyLinkedTo |
P9994
|
FINISHED |
| Object |
Gus Aitoro
Gus Aitoro is a fictional Springfield police detective and former mob-connected antihero from the soap opera "Guiding Light."
|
E1198329
|
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: Gus Aitoro | Statement: [Harley Cooper, romanticallyLinkedTo, Gus Aitoro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gus Aitoro Context triple: [Harley Cooper, romanticallyLinkedTo, Gus Aitoro]
-
A.
Gus Molino
Gus Molino is the protagonist of the film "Sugar Hill," around whom the story’s central conflicts and developments revolve.
-
B.
Joe Guese
Joe Guese is an American guitarist best known as the lead guitarist of the pop rock band The Click Five.
-
C.
Louie Pérez
Louie Pérez is an American musician and songwriter best known as a founding member, drummer, and primary lyricist for the rock band Los Lobos.
-
D.
John Solie
John Solie is an American illustrator and painter best known for his prolific work creating movie poster art and commercial illustrations.
-
E.
Eugene Cordero
Eugene Cordero is an American actor and comedian known for his roles in television series such as "The Good Place," "Kong: Skull Island," and various voice performances in animated shows.
- 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: Gus Aitoro Triple: [Harley Cooper, romanticallyLinkedTo, Gus Aitoro]
Generated description
Gus Aitoro is a fictional Springfield police detective and former mob-connected antihero from the soap opera "Guiding Light."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gus Aitoro Target entity description: Gus Aitoro is a fictional Springfield police detective and former mob-connected antihero from the soap opera "Guiding Light."
-
A.
Gus Molino
Gus Molino is the protagonist of the film "Sugar Hill," around whom the story’s central conflicts and developments revolve.
-
B.
Joe Guese
Joe Guese is an American guitarist best known as the lead guitarist of the pop rock band The Click Five.
-
C.
Louie Pérez
Louie Pérez is an American musician and songwriter best known as a founding member, drummer, and primary lyricist for the rock band Los Lobos.
-
D.
John Solie
John Solie is an American illustrator and painter best known for his prolific work creating movie poster art and commercial illustrations.
-
E.
Eugene Cordero
Eugene Cordero is an American actor and comedian known for his roles in television series such as "The Good Place," "Kong: Skull Island," and various voice performances in animated shows.
- 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21eb4ea9c81908806f9771ae80148 |
completed | April 17, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7bb6aac8190a33607abfe9a32d0 |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff9bb09c48190881c0f70bae0aec8 |
completed | May 10, 2026, 3:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fffa5186b88190971d3c5061503541 |
completed | May 10, 2026, 3:24 a.m. |
Created at: April 10, 2026, 5:02 a.m.