Triple
T19002567
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fiona Gallagher |
E464990
|
entity |
| Predicate | romanticRelationship |
P9994
|
FINISHED |
| Object |
Sean Pierce
Sean Pierce is a recurring character on the TV series "Shameless," known as Fiona Gallagher’s recovering addict boyfriend who runs Patsy's Pies.
|
E1354587
|
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: Sean Pierce | Statement: [Fiona Gallagher, romanticRelationship, Sean Pierce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sean Pierce Context triple: [Fiona Gallagher, romanticRelationship, Sean Pierce]
-
A.
Ryan Pierce
Ryan Pierce is a successful lifestyle guru and author whose personal and professional struggles drive much of the comedy and drama in the film "Girls Trip."
-
B.
Chuck Pierce
Chuck Pierce is a fictional, egotistical but oddly endearing news anchor and executive producer on the satirical television comedy series "Great News."
-
C.
Jeff Reese
Jeff Reese is a former Canadian professional ice hockey goaltender who played in the NHL and later became a goaltending coach.
-
D.
Brett Veach
Brett Veach is an American football executive best known for building multiple Super Bowl–winning rosters as the general manager of the Kansas City Chiefs.
-
E.
Ryan O'Reily
Ryan O'Reily is a manipulative and street-smart Irish-American inmate known for his scheming and survival tactics in the HBO prison drama series "Oz."
- 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: Sean Pierce Triple: [Fiona Gallagher, romanticRelationship, Sean Pierce]
Generated description
Sean Pierce is a recurring character on the TV series "Shameless," known as Fiona Gallagher’s recovering addict boyfriend who runs Patsy's Pies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sean Pierce Target entity description: Sean Pierce is a recurring character on the TV series "Shameless," known as Fiona Gallagher’s recovering addict boyfriend who runs Patsy's Pies.
-
A.
Ryan Pierce
Ryan Pierce is a successful lifestyle guru and author whose personal and professional struggles drive much of the comedy and drama in the film "Girls Trip."
-
B.
Chuck Pierce
Chuck Pierce is a fictional, egotistical but oddly endearing news anchor and executive producer on the satirical television comedy series "Great News."
-
C.
Jeff Reese
Jeff Reese is a former Canadian professional ice hockey goaltender who played in the NHL and later became a goaltending coach.
-
D.
Brett Veach
Brett Veach is an American football executive best known for building multiple Super Bowl–winning rosters as the general manager of the Kansas City Chiefs.
-
E.
Ryan O'Reily
Ryan O'Reily is a manipulative and street-smart Irish-American inmate known for his scheming and survival tactics in the HBO prison drama series "Oz."
- 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_69d8dd01a56c81909694a128c66b21d7 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d687cb2081909bf3ac761e292f22 |
completed | April 20, 2026, 7:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05be49f9ac8190b4bb5836f4b8ffdd |
completed | May 14, 2026, 12:21 p.m. |
| NEDg | Description generation | batch_6a05bf77069c8190ad286e2efc5901c6 |
completed | May 14, 2026, 12:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05c017b7f0819087d42df1fe099ab9 |
completed | May 14, 2026, 12:29 p.m. |
Created at: April 10, 2026, 12:01 p.m.