Triple
T15012773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andre Dubus |
E377878
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Peggy Dubus
Peggy Dubus is known as the former wife of American short story writer and essayist Andre Dubus.
|
E1131688
|
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: Peggy Dubus | Statement: [Andre Dubus, spouse, Peggy Dubus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peggy Dubus Context triple: [Andre Dubus, spouse, Peggy Dubus]
-
A.
Franny Mathison
Franny Mathison is the young daughter of CIA officer Carrie Mathison in the television series "Homeland."
-
B.
Anna Strout
Anna Strout is an American producer and activist best known for her long-term relationship and marriage to actor Jesse Eisenberg.
-
C.
Renée Dwyer
Renée Dwyer is Bella Swan’s free-spirited, somewhat scatterbrained mother in the Twilight series, known for her warm but unconventional parenting style.
-
D.
Diane Shaughnessy
Diane Shaughnessy is known as the wife of renowned American jazz drummer Ed Shaughnessy, who was a longtime member of Doc Severinsen’s band on The Tonight Show Starring Johnny Carson.
-
E.
Margaret Pynchon
Margaret Pynchon is a formidable, patrician newspaper publisher character on the television series "Lou Grant," known for her sharp wit and commanding presence.
- 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: Peggy Dubus Triple: [Andre Dubus, spouse, Peggy Dubus]
Generated description
Peggy Dubus is known as the former wife of American short story writer and essayist Andre Dubus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peggy Dubus Target entity description: Peggy Dubus is known as the former wife of American short story writer and essayist Andre Dubus.
-
A.
Franny Mathison
Franny Mathison is the young daughter of CIA officer Carrie Mathison in the television series "Homeland."
-
B.
Anna Strout
Anna Strout is an American producer and activist best known for her long-term relationship and marriage to actor Jesse Eisenberg.
-
C.
Renée Dwyer
Renée Dwyer is Bella Swan’s free-spirited, somewhat scatterbrained mother in the Twilight series, known for her warm but unconventional parenting style.
-
D.
Diane Shaughnessy
Diane Shaughnessy is known as the wife of renowned American jazz drummer Ed Shaughnessy, who was a longtime member of Doc Severinsen’s band on The Tonight Show Starring Johnny Carson.
-
E.
Margaret Pynchon
Margaret Pynchon is a formidable, patrician newspaper publisher character on the television series "Lou Grant," known for her sharp wit and commanding presence.
- 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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded7613cec8190ac25e3f68c5d0edf |
completed | April 15, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe96a7dcac8190b0153d7cdac03afa |
completed | May 9, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69fe98288b348190b4e25b09f83f0ec4 |
completed | May 9, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe98e585308190ac0e1c0a91c89113 |
completed | May 9, 2026, 2:16 a.m. |
Created at: April 10, 2026, 2:55 a.m.