Triple
T3871549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Married... with Children |
E92395
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Jefferson D'Arcy
Jefferson D'Arcy is a charming but lazy and opportunistic character on the sitcom "Married... with Children," known as Marcy's second husband and Al Bundy's freeloading friend.
|
E396209
|
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: Jefferson D'Arcy | Statement: [Married... with Children, mainCharacter, Jefferson D'Arcy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jefferson D'Arcy Context triple: [Married... with Children, mainCharacter, Jefferson D'Arcy]
-
A.
Sterling Hayes
Sterling Hayes is a Chicago-based rapper and member of the SaveMoney collective known for his introspective lyrics and affiliation with the city's alternative hip-hop scene.
-
B.
Chris DeWolfe
Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
-
C.
Charles Ewing
Charles Ewing was a 19th-century American lawyer, Union Army general in the Civil War, and later a federal official, known as a prominent member of the influential Ewing family.
-
D.
John Dawson
John Dawson is a fictional character named John Dawson who appears in the work featuring the character Dawn.
-
E.
John Dawson
John Dawson was a pioneering American plasma physicist renowned for his foundational contributions to plasma theory and fusion research.
- 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: Jefferson D'Arcy Triple: [Married... with Children, mainCharacter, Jefferson D'Arcy]
Generated description
Jefferson D'Arcy is a charming but lazy and opportunistic character on the sitcom "Married... with Children," known as Marcy's second husband and Al Bundy's freeloading friend.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jefferson D'Arcy Target entity description: Jefferson D'Arcy is a charming but lazy and opportunistic character on the sitcom "Married... with Children," known as Marcy's second husband and Al Bundy's freeloading friend.
-
A.
Sterling Hayes
Sterling Hayes is a Chicago-based rapper and member of the SaveMoney collective known for his introspective lyrics and affiliation with the city's alternative hip-hop scene.
-
B.
Chris DeWolfe
Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
-
C.
Charles Ewing
Charles Ewing was a 19th-century American lawyer, Union Army general in the Civil War, and later a federal official, known as a prominent member of the influential Ewing family.
-
D.
John Dawson
John Dawson is a fictional character named John Dawson who appears in the work featuring the character Dawn.
-
E.
John Dawson
John Dawson was a pioneering American plasma physicist renowned for his foundational contributions to plasma theory and fusion research.
- 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_69aed967448c819086c4b358d37b25aa |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec54b0848190a8d4a0e4df7b6227 |
completed | March 9, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51249f1ec8190a1f6cc191bc94421 |
completed | March 14, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69b51352e2ec8190a207a6af96baaa33 |
completed | March 14, 2026, 7:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513e888008190892627805d2abd50 |
completed | March 14, 2026, 7:53 a.m. |
Created at: March 9, 2026, 3:20 p.m.