Triple
T9096842
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loretta Brown |
E218045
|
entity |
| Predicate | appearsInEpisode |
P795
|
FINISHED |
| Object |
The Cleveland–Loretta Quagmire
"The Cleveland–Loretta Quagmire" is a Family Guy episode centered on the fallout from Loretta Brown's affair with Glenn Quagmire and its impact on her marriage to Cleveland Brown.
|
E778913
|
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: The Cleveland–Loretta Quagmire | Statement: [Loretta Brown, appearsInEpisode, The Cleveland–Loretta Quagmire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Cleveland–Loretta Quagmire Context triple: [Loretta Brown, appearsInEpisode, The Cleveland–Loretta Quagmire]
-
A.
Ida Quagmire
Ida Quagmire is a recurring character in the animated TV series "Family Guy," known as Glenn Quagmire’s transgender parent.
-
B.
Glenn Quagmire
Glenn Quagmire is a hypersexual, fast-talking airline pilot and neighbor of the Griffin family on the animated television series "Family Guy."
-
C.
Anna Lee Quagmire
Anna Lee Quagmire is the daughter of Glenn Quagmire in the animated television series "Family Guy."
-
D.
Brenda Quagmire
Brenda Quagmire is a minor character in the animated TV series "Family Guy," known as Glenn Quagmire’s sister who appears in a storyline about domestic abuse.
-
E.
Crystal Quagmire
Crystal Quagmire is a minor character from the animated TV series "Family Guy," known as a relative of Glenn Quagmire.
- 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: The Cleveland–Loretta Quagmire Triple: [Loretta Brown, appearsInEpisode, The Cleveland–Loretta Quagmire]
Generated description
"The Cleveland–Loretta Quagmire" is a Family Guy episode centered on the fallout from Loretta Brown's affair with Glenn Quagmire and its impact on her marriage to Cleveland Brown.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Cleveland–Loretta Quagmire Target entity description: "The Cleveland–Loretta Quagmire" is a Family Guy episode centered on the fallout from Loretta Brown's affair with Glenn Quagmire and its impact on her marriage to Cleveland Brown.
-
A.
Ida Quagmire
Ida Quagmire is a recurring character in the animated TV series "Family Guy," known as Glenn Quagmire’s transgender parent.
-
B.
Glenn Quagmire
Glenn Quagmire is a hypersexual, fast-talking airline pilot and neighbor of the Griffin family on the animated television series "Family Guy."
-
C.
Anna Lee Quagmire
Anna Lee Quagmire is the daughter of Glenn Quagmire in the animated television series "Family Guy."
-
D.
Brenda Quagmire
Brenda Quagmire is a minor character in the animated TV series "Family Guy," known as Glenn Quagmire’s sister who appears in a storyline about domestic abuse.
-
E.
Crystal Quagmire
Crystal Quagmire is a minor character from the animated TV series "Family Guy," known as a relative of Glenn Quagmire.
- 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_69ca83d9844081908e561e367fda6d45 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc96b7d0d48190a3b15f35bef087e3 |
completed | April 1, 2026, 3:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d03014ea488190abc71a0ee182bcad |
completed | April 3, 2026, 9:24 p.m. |
| NEDg | Description generation | batch_69d031bd1230819097303f070a00babb |
completed | April 3, 2026, 9:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d032bd74788190a27e4bd96aeb41fa |
completed | April 3, 2026, 9:35 p.m. |
Created at: March 30, 2026, 7:15 p.m.