Triple
T12670144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Hughes |
E302654
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Nancy Ludwig
Nancy Ludwig is known as the wife of American filmmaker and screenwriter John Hughes, a key figure behind many iconic 1980s teen movies.
|
E1151234
|
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: Nancy Ludwig | Statement: [John Hughes, spouse, Nancy Ludwig]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nancy Ludwig Context triple: [John Hughes, spouse, Nancy Ludwig]
-
A.
Cynthia Ludwig
Cynthia Ludwig is a film editor known for her work on the 2009 horror film "My Bloody Valentine 3D."
-
B.
Nancy Dolman
Nancy Dolman was a Canadian comedic actress and singer best known for her work on the television series "Soap" and for her long marriage to comedian Martin Short.
-
C.
Nancy Leiter
Nancy Leiter was a member of the prominent Leiter family of Chicago, known for their wealth and social standing in late 19th-century American high society.
-
D.
Nancy Rotering
Nancy Rotering is an American attorney and Democratic politician who has served as the long-time mayor of Highland Park, Illinois, and has been active in gun control and public safety advocacy.
-
E.
Nancy Cummings
Nancy Cummings was the daughter of American poet E. E. Cummings, known primarily through biographical accounts of his personal life.
- 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: Nancy Ludwig Triple: [John Hughes, spouse, Nancy Ludwig]
Generated description
Nancy Ludwig is known as the wife of American filmmaker and screenwriter John Hughes, a key figure behind many iconic 1980s teen movies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nancy Ludwig Target entity description: Nancy Ludwig is known as the wife of American filmmaker and screenwriter John Hughes, a key figure behind many iconic 1980s teen movies.
-
A.
Cynthia Ludwig
Cynthia Ludwig is a film editor known for her work on the 2009 horror film "My Bloody Valentine 3D."
-
B.
Nancy Dolman
Nancy Dolman was a Canadian comedic actress and singer best known for her work on the television series "Soap" and for her long marriage to comedian Martin Short.
-
C.
Nancy Leiter
Nancy Leiter was a member of the prominent Leiter family of Chicago, known for their wealth and social standing in late 19th-century American high society.
-
D.
Nancy Rotering
Nancy Rotering is an American attorney and Democratic politician who has served as the long-time mayor of Highland Park, Illinois, and has been active in gun control and public safety advocacy.
-
E.
Nancy Cummings
Nancy Cummings was the daughter of American poet E. E. Cummings, known primarily through biographical accounts of his personal life.
- 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_69d7bded71a88190bb76e2413af9ea66 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96183a6048190b2ef219eb9d20aa4 |
completed | April 10, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff01ce8f988190b503af0cd5f2a97e |
completed | May 9, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ff02a62dcc819087eddd2f0b4c29cb |
completed | May 9, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff036153588190ae46fcde257eb3cb |
completed | May 9, 2026, 9:50 a.m. |
Created at: April 9, 2026, 5:20 p.m.