Triple
T17095166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hughes family |
E414827
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Tom and Margo Hughes
Tom and Margo Hughes are a long-running, central married couple from the Hughes family on the American soap opera "As the World Turns."
|
E1250744
|
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: Tom and Margo Hughes | Statement: [Hughes family, hasNotableMember, Tom and Margo Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom and Margo Hughes Context triple: [Hughes family, hasNotableMember, Tom and Margo Hughes]
-
A.
Pat and Margaret
Pat and Margaret is a British television comedy-drama written by Victoria Wood that follows the reunion of two estranged sisters whose very different lives collide when one becomes a famous TV personality.
-
B.
Mike and Arline Walter
Mike and Arline Walter are benefactors whose philanthropy and support for California State University, Long Beach led to the university’s iconic Walter Pyramid being named in their honor.
-
C.
Frank and Doris Hursley
Frank and Doris Hursley were American television writers best known as pioneering creators and head writers in the soap opera genre.
-
D.
John and Marsha
"John and Marsha" is a classic 1951 comedy sketch and recording by satirist Stan Freberg, famous for its entire dialogue consisting only of the two title names spoken with varying emotion.
-
E.
Bob and Marcia
Bob and Marcia were a Jamaican vocal duo, best known for their late-1960s and early-1970s reggae and rocksteady hits such as their cover of “Young, Gifted and Black.”
- 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: Tom and Margo Hughes Triple: [Hughes family, hasNotableMember, Tom and Margo Hughes]
Generated description
Tom and Margo Hughes are a long-running, central married couple from the Hughes family on the American soap opera "As the World Turns."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom and Margo Hughes Target entity description: Tom and Margo Hughes are a long-running, central married couple from the Hughes family on the American soap opera "As the World Turns."
-
A.
Pat and Margaret
Pat and Margaret is a British television comedy-drama written by Victoria Wood that follows the reunion of two estranged sisters whose very different lives collide when one becomes a famous TV personality.
-
B.
Mike and Arline Walter
Mike and Arline Walter are benefactors whose philanthropy and support for California State University, Long Beach led to the university’s iconic Walter Pyramid being named in their honor.
-
C.
Frank and Doris Hursley
Frank and Doris Hursley were American television writers best known as pioneering creators and head writers in the soap opera genre.
-
D.
John and Marsha
"John and Marsha" is a classic 1951 comedy sketch and recording by satirist Stan Freberg, famous for its entire dialogue consisting only of the two title names spoken with varying emotion.
-
E.
Bob and Marcia
Bob and Marcia were a Jamaican vocal duo, best known for their late-1960s and early-1970s reggae and rocksteady hits such as their cover of “Young, Gifted and Black.”
- 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_69d886cfc8e88190b05ba466edd35591 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbfc9158819081689d3d594a1908 |
completed | April 18, 2026, 7:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0139fbcbc08190be2a96d03daf0384 |
completed | May 11, 2026, 2:07 a.m. |
| NEDg | Description generation | batch_6a013b18645c8190bbf4b7b67e07afaa |
completed | May 11, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a013bb1cde48190aac8aaa55dab68d1 |
completed | May 11, 2026, 2:15 a.m. |
Created at: April 10, 2026, 5:35 a.m.