Triple
T4850029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andy Hertzfeld |
E108390
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Joyce McClure
Joyce McClure is known as the spouse of Andy Hertzfeld, a prominent software engineer and key member of the original Apple Macintosh development team.
|
E682102
|
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: Joyce McClure | Statement: [Andy Hertzfeld, spouse, Joyce McClure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joyce McClure Context triple: [Andy Hertzfeld, spouse, Joyce McClure]
-
A.
Joyce Hunt
Joyce Hunt is the wife of British politician John Hunt, Baron Hunt, and a member of the UK political peer’s family.
-
B.
Joyce Redman
Joyce Redman was an Irish-born British actress known for her character roles in film, television, and theatre, including acclaimed performances in adaptations of classic literature.
-
C.
Joyce Johnston
Joyce Johnston is known as the wife of American record producer Bob Johnston, who worked with major artists such as Bob Dylan and Johnny Cash.
-
D.
Joanna Glenn
Joanna Glenn is the wife of American actor Scott Glenn, known for maintaining a private life largely outside the public spotlight.
-
E.
Maureen Swanson
Maureen Swanson was a British actress active in the 1950s, known for her roles in comedy and drama films before later becoming the Countess of Dudley.
- 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: Joyce McClure Triple: [Andy Hertzfeld, spouse, Joyce McClure]
Generated description
Joyce McClure is known as the spouse of Andy Hertzfeld, a prominent software engineer and key member of the original Apple Macintosh development team.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joyce McClure Target entity description: Joyce McClure is known as the spouse of Andy Hertzfeld, a prominent software engineer and key member of the original Apple Macintosh development team.
-
A.
Joyce Hunt
Joyce Hunt is the wife of British politician John Hunt, Baron Hunt, and a member of the UK political peer’s family.
-
B.
Joyce Redman
Joyce Redman was an Irish-born British actress known for her character roles in film, television, and theatre, including acclaimed performances in adaptations of classic literature.
-
C.
Joyce Johnston
Joyce Johnston is known as the wife of American record producer Bob Johnston, who worked with major artists such as Bob Dylan and Johnny Cash.
-
D.
Joanna Glenn
Joanna Glenn is the wife of American actor Scott Glenn, known for maintaining a private life largely outside the public spotlight.
-
E.
Maureen Swanson
Maureen Swanson was a British actress active in the 1950s, known for her roles in comedy and drama films before later becoming the Countess of Dudley.
- 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_69bd440a89548190a5f14ba6da6b97dc |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d1e5cf08190bd6b6a524748f170 |
completed | March 20, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8ac74f44c8190953e486d3a315a64 |
completed | March 29, 2026, 4:37 a.m. |
| NEDg | Description generation | batch_69c8adad6b348190be2f006f924a2712 |
completed | March 29, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8ae0fab8c8190a042de6289ad11b6 |
completed | March 29, 2026, 4:43 a.m. |
Created at: March 20, 2026, 1:25 p.m.