Triple
T14800705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle at Hardhome |
E347901
|
entity |
| Predicate | writtenInEpisodeBy |
P115767
|
FINISHED |
| Object | David Benioff |
E12178
|
NE FINISHED |
How this triple was built (3 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: David Benioff | Statement: [Battle at Hardhome, writtenInEpisodeBy, David Benioff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Benioff Context triple: [Battle at Hardhome, writtenInEpisodeBy, David Benioff]
-
A.
David Benioff
chosen
David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
-
B.
Victor Benioff
Victor Benioff was an American seismologist and physicist best known for his pioneering work on deep-focus earthquakes and the development of highly sensitive seismographs.
-
C.
D. B. Weiss
D. B. Weiss is an American television writer, producer, and director best known as the co-creator and showrunner of the HBO fantasy series "Game of Thrones."
-
D.
Lynne Benioff
Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
-
E.
Sam Glass
Sam Glass is a person notable enough to be recognized as a bearer of the surname Glass, though specific widely known achievements or roles are not clearly established.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: writtenInEpisodeBy Context triple: [Battle at Hardhome, writtenInEpisodeBy, David Benioff]
-
A.
appearedInEpisodeOf
Indicates that one entity made an appearance in a specific episode belonging to a television or radio series associated with the other entity.
-
B.
directedEpisodeOf
Indicates that a person served as the director for a specific episode of a television or web series.
-
C.
writtenIn
Indicates that a work (such as a text, program, or document) is expressed or encoded using a particular language or notation.
-
D.
narrativeEpisode
Indicates that one event, scene, or segment functions as a distinct episode within a larger narrative or storyline.
-
E.
appearsInEpisodeType
Indicates that an entity is featured in, or associated with, a specific type or category of episode.
- 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_69d822ea8b7c819097dfadf3d45545e6 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decd62c36c81909c2993dc7d1a79ea |
completed | April 14, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe968124d481909dd89dd9282788b7 |
completed | May 9, 2026, 2:05 a.m. |
| PD | Predicate disambiguation | batch_69de8c0ef8a4819092d84478b1f56db1 |
completed | April 14, 2026, 6:48 p.m. |
| PDg | Predicate description generation | batch_69de8f4b67cc8190b84b59fcec5cf579 |
completed | April 14, 2026, 7:02 p.m. |
Created at: April 10, 2026, 1:31 a.m.