Triple
T6910347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | F. Paul Wilson |
E159913
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Harbingers
"Harbingers" is a horror-thriller novel in F. Paul Wilson’s long-running Repairman Jack series, continuing the adventures of the vigilante fixer amid escalating supernatural threats.
|
E628069
|
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: Harbingers | Statement: [F. Paul Wilson, notableWork, Harbingers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harbingers Context triple: [F. Paul Wilson, notableWork, Harbingers]
-
A.
Harbinger
Harbinger was an early punk band associated with Aaron Cometbus, predating his more famous work with the zine Cometbus and various East Bay punk groups.
-
B.
Heed
Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
-
C.
The Inhabitants
The Inhabitants is the English rendering of the French term "Les Habitants," historically used to refer to early French settlers or rural dwellers in Quebec.
-
D.
The Emissaries
The Emissaries is the English title of Surah Al-Mursalat, a chapter of the Qur’an that emphasizes divine judgment, the fate of deniers, and the certainty of the Day of Resurrection.
-
E.
The Barrier
The Barrier is a massive Antarctic ice formation historically known as a formidable obstacle to early polar exploration.
- 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: Harbingers Triple: [F. Paul Wilson, notableWork, Harbingers]
Generated description
"Harbingers" is a horror-thriller novel in F. Paul Wilson’s long-running Repairman Jack series, continuing the adventures of the vigilante fixer amid escalating supernatural threats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harbingers Target entity description: "Harbingers" is a horror-thriller novel in F. Paul Wilson’s long-running Repairman Jack series, continuing the adventures of the vigilante fixer amid escalating supernatural threats.
-
A.
Harbinger
Harbinger was an early punk band associated with Aaron Cometbus, predating his more famous work with the zine Cometbus and various East Bay punk groups.
-
B.
Heed
Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
-
C.
The Inhabitants
The Inhabitants is the English rendering of the French term "Les Habitants," historically used to refer to early French settlers or rural dwellers in Quebec.
-
D.
The Emissaries
The Emissaries is the English title of Surah Al-Mursalat, a chapter of the Qur’an that emphasizes divine judgment, the fate of deniers, and the certainty of the Day of Resurrection.
-
E.
The Barrier
The Barrier is a massive Antarctic ice formation historically known as a formidable obstacle to early polar exploration.
- 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_69c68839ccb88190b4aa5cc1aca3448f |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d9c00e948190b103a2b2a2738bb1 |
completed | March 27, 2026, 7:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c749076f6c819088b0b40dd3e208b0 |
completed | March 28, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69c74c274258819099913ac5610730ac |
completed | March 28, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c74cca47b88190867550802db43ef0 |
completed | March 28, 2026, 3:36 a.m. |
Created at: March 27, 2026, 2:25 p.m.