Triple
T9548672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hal Clement |
E230361
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Cycle of Fire
Cycle of Fire is a hard science fiction novel by Hal Clement that follows a human castaway on a harsh alien world with extreme seasonal changes, emphasizing scientific realism and survival.
|
E805512
|
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: Cycle of Fire | Statement: [Hal Clement, notableWork, Cycle of Fire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cycle of Fire Context triple: [Hal Clement, notableWork, Cycle of Fire]
-
A.
The Consuming Fire
The Consuming Fire is a science fiction novel by John Scalzi, the second book in his Interdependency series, continuing a space-opera saga about political intrigue and the collapse of an interstellar empire.
-
B.
Voice of Fire
Voice of Fire is a large abstract painting by American artist Barnett Newman, known for its simple vertical bands of color and the controversy surrounding its purchase by the National Gallery of Canada.
-
C.
Black Fire
Black Fire is a landmark jazz album by pianist and composer Andrew Hill, celebrated for its adventurous post-bop compositions and innovative harmonic language.
-
D.
Black Fire
Black Fire is a landmark 1968 anthology that showcases a wide range of Black Arts Movement poetry, fiction, and essays by African American writers.
-
E.
The Fire
The Fire is a Major League Soccer club based in Chicago, Illinois, known formally as Chicago Fire FC.
- 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: Cycle of Fire Triple: [Hal Clement, notableWork, Cycle of Fire]
Generated description
Cycle of Fire is a hard science fiction novel by Hal Clement that follows a human castaway on a harsh alien world with extreme seasonal changes, emphasizing scientific realism and survival.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cycle of Fire Target entity description: Cycle of Fire is a hard science fiction novel by Hal Clement that follows a human castaway on a harsh alien world with extreme seasonal changes, emphasizing scientific realism and survival.
-
A.
The Consuming Fire
The Consuming Fire is a science fiction novel by John Scalzi, the second book in his Interdependency series, continuing a space-opera saga about political intrigue and the collapse of an interstellar empire.
-
B.
Voice of Fire
Voice of Fire is a large abstract painting by American artist Barnett Newman, known for its simple vertical bands of color and the controversy surrounding its purchase by the National Gallery of Canada.
-
C.
Black Fire
Black Fire is a landmark 1968 anthology that showcases a wide range of Black Arts Movement poetry, fiction, and essays by African American writers.
-
D.
Black Fire
Black Fire is a landmark jazz album by pianist and composer Andrew Hill, celebrated for its adventurous post-bop compositions and innovative harmonic language.
-
E.
The Fire
The Fire is a Major League Soccer club based in Chicago, Illinois, known formally as Chicago Fire FC.
- 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_69ca847c70b8819088a0a0bad64a50d6 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99059138819088ae54b26df979cf |
completed | April 1, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c7be5008190a16036525fd9059e |
completed | April 4, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_69d14d4576488190a000f733ece39620 |
completed | April 4, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14dda805c81908093eb146915fdda |
completed | April 4, 2026, 5:43 p.m. |
Created at: March 30, 2026, 8:02 p.m.