Triple
T8494141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Weapon Shops of Isher |
E201051
|
entity |
| Predicate | hasSequel |
P1961
|
FINISHED |
| Object |
The Weapon Makers
The Weapon Makers is a science fiction novel by A. E. van Vogt that continues the saga of the Weapon Shops and their struggle against the authoritarian Isher Empire.
|
E201051
|
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: The Weapon Makers | Statement: [The Weapon Shops of Isher, hasSequel, The Weapon Makers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Weapon Makers Context triple: [The Weapon Shops of Isher, hasSequel, The Weapon Makers]
-
A.
Amongst Our Weapons
Amongst Our Weapons is an urban fantasy novel in Ben Aaronovitch’s Rivers of London series, following magical police investigations in contemporary London.
-
B.
The Weapon Shops of Isher
The Weapon Shops of Isher is a classic science fiction novel by A. E. van Vogt, renowned for its depiction of a powerful, independent network of weapon dealers that symbolizes resistance to authoritarian government.
-
C.
Weapon of Choice
Weapon of Choice is a hit song by British DJ and producer Norman Cook, better known as Fatboy Slim, famous for its funk-driven sound and its iconic music video featuring actor Christopher Walken dancing and flying through a hotel.
-
D.
The Spearhead
The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
-
E.
The Armed Vision
The Armed Vision is a critical work by Stanley Edgar Hyman that examines and interprets major trends and figures in modern literary criticism.
- 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: The Weapon Makers Triple: [The Weapon Shops of Isher, hasSequel, The Weapon Makers]
Generated description
The Weapon Makers is a science fiction novel by A. E. van Vogt that continues the saga of the Weapon Shops and their struggle against the authoritarian Isher Empire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Weapon Makers Target entity description: The Weapon Makers is a science fiction novel by A. E. van Vogt that continues the saga of the Weapon Shops and their struggle against the authoritarian Isher Empire.
-
A.
Amongst Our Weapons
Amongst Our Weapons is an urban fantasy novel in Ben Aaronovitch’s Rivers of London series, following magical police investigations in contemporary London.
-
B.
The Weapon Shops of Isher
chosen
The Weapon Shops of Isher is a classic science fiction novel by A. E. van Vogt, renowned for its depiction of a powerful, independent network of weapon dealers that symbolizes resistance to authoritarian government.
-
C.
Weapon of Choice
Weapon of Choice is a hit song by British DJ and producer Norman Cook, better known as Fatboy Slim, famous for its funk-driven sound and its iconic music video featuring actor Christopher Walken dancing and flying through a hotel.
-
D.
The Spearhead
The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
-
E.
The Armed Vision
The Armed Vision is a critical work by Stanley Edgar Hyman that examines and interprets major trends and figures in modern literary criticism.
- F. None of above.
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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe57c01f881908cb77c8c834ac08d |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4df8f78c81908c83d7d5ac996504 |
completed | April 2, 2026, 11:07 a.m. |
| NEDg | Description generation | batch_69ce4ff668d4819081f4c3186437291b |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce54cc52cc81908ca48c93956ca86e |
completed | April 2, 2026, 11:36 a.m. |
Created at: March 30, 2026, 6:13 p.m.