Triple
T10172945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fritz Leiber |
E235776
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Gather, Darkness!
Gather, Darkness! is a 1943 science fantasy novel by Fritz Leiber that depicts a rebellion against a theocratic regime that uses fake “miracles” and advanced technology to control the populace.
|
E844771
|
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: Gather, Darkness! | Statement: [Fritz Leiber, notableWork, Gather, Darkness!]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gather, Darkness! Context triple: [Fritz Leiber, notableWork, Gather, Darkness!]
-
A.
Beware of Darkness
"Beware of Darkness" is a progressive rock album by Spock’s Beard, known for its complex compositions and melodic, symphonic style.
-
B.
Beware of Darkness
"Beware of Darkness" is a spiritually themed rock song by George Harrison, known for its introspective lyrics and rich, layered production.
-
C.
In the Dark
"In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
-
D.
Only the Dark
"Only the Dark" is a song by the band Hotspot, likely within the rock or alternative genre.
-
E.
Out of the Dark
Out of the Dark is a collection of essays by Helen Keller in which she reflects on socialism, social justice, and her political beliefs.
- 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: Gather, Darkness! Triple: [Fritz Leiber, notableWork, Gather, Darkness!]
Generated description
Gather, Darkness! is a 1943 science fantasy novel by Fritz Leiber that depicts a rebellion against a theocratic regime that uses fake “miracles” and advanced technology to control the populace.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gather, Darkness! Target entity description: Gather, Darkness! is a 1943 science fantasy novel by Fritz Leiber that depicts a rebellion against a theocratic regime that uses fake “miracles” and advanced technology to control the populace.
-
A.
Beware of Darkness
"Beware of Darkness" is a progressive rock album by Spock’s Beard, known for its complex compositions and melodic, symphonic style.
-
B.
Beware of Darkness
"Beware of Darkness" is a spiritually themed rock song by George Harrison, known for its introspective lyrics and rich, layered production.
-
C.
In the Dark
"In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
-
D.
Only the Dark
"Only the Dark" is a song by the band Hotspot, likely within the rock or alternative genre.
-
E.
Out of the Dark
Out of the Dark is a collection of essays by Helen Keller in which she reflects on socialism, social justice, and her political beliefs.
- 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_69ca84d1d5f88190ab878a1021ecff68 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdec9f6dd8819081588600499165ee |
completed | April 2, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d3010c386481908bc0c985c0b5ff93 |
completed | April 6, 2026, 12:40 a.m. |
| NEDg | Description generation | batch_69d30256ee40819098569b37eb27d3d1 |
completed | April 6, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d302d248e08190b6b7bae9343b6f9a |
completed | April 6, 2026, 12:48 a.m. |
Created at: March 30, 2026, 9:10 p.m.