Triple
T1835534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gregory Benford |
E41056
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Tides of Light
Tides of Light is a hard science fiction novel by Gregory Benford, part of his Galactic Center series exploring humanity’s struggle against powerful machine intelligences in a distant future.
|
E206707
|
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: Tides of Light | Statement: [Gregory Benford, notableWork, Tides of Light]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tides of Light Context triple: [Gregory Benford, notableWork, Tides of Light]
-
A.
The Light
The Light is a notable work by the rapper Common, showcasing his introspective lyricism and soulful, jazz-influenced hip-hop style.
-
B.
In Search of the Light
In Search of the Light is a book by psychologist and skeptic Susan Blackmore that explores consciousness, paranormal claims, and the scientific investigation of extraordinary experiences.
-
C.
Eyes of the World
"Eyes of the World" is a jazz-influenced, improvisation-heavy Grateful Dead song that became a live concert staple and fan favorite.
-
D.
Light of the Seven
"Light of the Seven" is a haunting, piano-driven orchestral piece by composer Ramin Djawadi, best known for underscoring the explosive climax of the Season 6 finale of Game of Thrones.
-
E.
The Night Eternal
The Night Eternal is the third and final novel in Guillermo del Toro and Chuck Hogan’s horror trilogy The Strain, concluding the story of a vampiric plague and humanity’s struggle for survival.
- 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: Tides of Light Triple: [Gregory Benford, notableWork, Tides of Light]
Generated description
Tides of Light is a hard science fiction novel by Gregory Benford, part of his Galactic Center series exploring humanity’s struggle against powerful machine intelligences in a distant future.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tides of Light Target entity description: Tides of Light is a hard science fiction novel by Gregory Benford, part of his Galactic Center series exploring humanity’s struggle against powerful machine intelligences in a distant future.
-
A.
The Light
The Light is a notable work by the rapper Common, showcasing his introspective lyricism and soulful, jazz-influenced hip-hop style.
-
B.
In Search of the Light
In Search of the Light is a book by psychologist and skeptic Susan Blackmore that explores consciousness, paranormal claims, and the scientific investigation of extraordinary experiences.
-
C.
Eyes of the World
"Eyes of the World" is a jazz-influenced, improvisation-heavy Grateful Dead song that became a live concert staple and fan favorite.
-
D.
Light of the Seven
"Light of the Seven" is a haunting, piano-driven orchestral piece by composer Ramin Djawadi, best known for underscoring the explosive climax of the Season 6 finale of Game of Thrones.
-
E.
The Night Eternal
The Night Eternal is the third and final novel in Guillermo del Toro and Chuck Hogan’s horror trilogy The Strain, concluding the story of a vampiric plague and humanity’s struggle for survival.
- 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_69a88647f9388190909bc36e795bdaec |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb026aa7c8190bc988d3ee0fd9f41 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9b4b4f08190a0e5ad50de5c0ba8 |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcd9359b88190ad312ff0389ff1a6 |
completed | March 8, 2026, 7:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adce11558c8190bd8c6341837eb792 |
completed | March 8, 2026, 7:29 p.m. |
Created at: March 4, 2026, 7:33 p.m.