Triple
T2672027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haldeman |
E55768
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object |
Joe Haldeman
Joe Haldeman is an American science fiction author best known for his award-winning novel "The Forever War," which explores the impacts of war and relativistic time dilation.
|
E288978
|
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: Joe Haldeman | Statement: [Haldeman, notableBearer, Joe Haldeman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joe Haldeman Context triple: [Haldeman, notableBearer, Joe Haldeman]
-
A.
Gregory Benford
Gregory Benford is an American science fiction author and astrophysicist best known for his hard science fiction novels such as "Timescape" and his contributions to the Galactic Center series.
-
B.
Jack Williamson
Jack Williamson was an influential American science fiction author whose long career and imaginative works helped define the genre’s Golden Age.
-
C.
Poul Anderson
Poul Anderson was an American science fiction and fantasy author renowned for his prolific output, hard science rigor, and influential works during the mid-20th-century Golden Age of Science Fiction.
-
D.
Hal Clement
Hal Clement was an American science fiction writer renowned for his rigorously scientific, hard-SF worldbuilding and influential works during the Golden Age of Science Fiction.
-
E.
Walter Miller
Walter Miller was an early 20th-century American film actor known for his work in silent cinema.
- 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: Joe Haldeman Triple: [Haldeman, notableBearer, Joe Haldeman]
Generated description
Joe Haldeman is an American science fiction author best known for his award-winning novel "The Forever War," which explores the impacts of war and relativistic time dilation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joe Haldeman Target entity description: Joe Haldeman is an American science fiction author best known for his award-winning novel "The Forever War," which explores the impacts of war and relativistic time dilation.
-
A.
Gregory Benford
Gregory Benford is an American science fiction author and astrophysicist best known for his hard science fiction novels such as "Timescape" and his contributions to the Galactic Center series.
-
B.
Jack Williamson
Jack Williamson was an influential American science fiction author whose long career and imaginative works helped define the genre’s Golden Age.
-
C.
Poul Anderson
Poul Anderson was an American science fiction and fantasy author renowned for his prolific output, hard science rigor, and influential works during the mid-20th-century Golden Age of Science Fiction.
-
D.
Hal Clement
Hal Clement was an American science fiction writer renowned for his rigorously scientific, hard-SF worldbuilding and influential works during the Golden Age of Science Fiction.
-
E.
Walter Miller
Walter Miller was an early 20th-century American film actor known for his work in silent cinema.
- 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_69ab49e54de48190be708cd1cf8be073 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd98f98908190b5c6fb38d3d4367a |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa05f1ba48190a93a399d1067912c |
completed | March 10, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69afa180fadc8190b376687c8afb1748 |
completed | March 10, 2026, 4:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa2172bc881908e17ab0eb3f9bb08 |
completed | March 10, 2026, 4:46 a.m. |
Created at: March 6, 2026, 9:54 p.m.