Triple

T15424329

Position	Surface form	Disambiguated ID	Type / Status
Subject	Troy Barlow	`E369465`	entity
Predicate	basedOn	`P98`	FINISHED
Object	story "Ghosts of the Gulf War" by John Ridley "Ghosts of the Gulf War" is a short story by John Ridley that explores the psychological and moral fallout of the Gulf War, later serving as the narrative basis for the film "Three Kings."	`E1155827`	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: story "Ghosts of the Gulf War" by John Ridley | Statement: [Troy Barlow, basedOn, story "Ghosts of the Gulf War" by John Ridley]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: story "Ghosts of the Gulf War" by John Ridley
Context triple: [Troy Barlow, basedOn, story "Ghosts of the Gulf War" by John Ridley]

A. Jarhead: A Marine's Chronicle of the Gulf War and Other Battles
"Jarhead: A Marine's Chronicle of the Gulf War and Other Battles" is a memoir by former U.S. Marine Anthony Swofford recounting his experiences as a sniper during the Gulf War and his reflections on military life and its psychological impact.
B. War Stories: Operation Iraqi Freedom
War Stories: Operation Iraqi Freedom is a television documentary program hosted by Oliver North that chronicles the events, battles, and personal experiences of the Iraq War.
C. "Battleground" (short story)
"Battleground" is a horror short story by Stephen King about a hitman who is violently attacked by a squad of tiny, sentient toy soldiers seeking revenge.
D. Ghosts of Abu Ghraib
Ghosts of Abu Ghraib is a documentary film that examines the abuse of prisoners by U.S. soldiers at Iraq’s Abu Ghraib prison and the broader political and military context that enabled it.
E. book "Black Hawk Down" by Mark Bowden
"Black Hawk Down" is a non-fiction book by Mark Bowden that provides a detailed, journalistic account of the 1993 U.S. military raid in Mogadishu, Somalia, and its chaotic aftermath.
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: story "Ghosts of the Gulf War" by John Ridley
Triple: [Troy Barlow, basedOn, story "Ghosts of the Gulf War" by John Ridley]

Generated description

"Ghosts of the Gulf War" is a short story by John Ridley that explores the psychological and moral fallout of the Gulf War, later serving as the narrative basis for the film "Three Kings."

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: story "Ghosts of the Gulf War" by John Ridley
Target entity description: "Ghosts of the Gulf War" is a short story by John Ridley that explores the psychological and moral fallout of the Gulf War, later serving as the narrative basis for the film "Three Kings."

A. Jarhead: A Marine's Chronicle of the Gulf War and Other Battles
"Jarhead: A Marine's Chronicle of the Gulf War and Other Battles" is a memoir by former U.S. Marine Anthony Swofford recounting his experiences as a sniper during the Gulf War and his reflections on military life and its psychological impact.
B. War Stories: Operation Iraqi Freedom
War Stories: Operation Iraqi Freedom is a television documentary program hosted by Oliver North that chronicles the events, battles, and personal experiences of the Iraq War.
C. "Battleground" (short story)
"Battleground" is a horror short story by Stephen King about a hitman who is violently attacked by a squad of tiny, sentient toy soldiers seeking revenge.
D. Ghosts of Abu Ghraib
Ghosts of Abu Ghraib is a documentary film that examines the abuse of prisoners by U.S. soldiers at Iraq’s Abu Ghraib prison and the broader political and military context that enabled it.
E. book "Black Hawk Down" by Mark Bowden
"Black Hawk Down" is a non-fiction book by Mark Bowden that provides a detailed, journalistic account of the 1993 U.S. military raid in Mogadishu, Somalia, and its chaotic aftermath.
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_69d85a1849f48190bf898068b2806fae`	completed	April 10, 2026, 2:02 a.m.
NER	Named-entity recognition	`batch_69e03ec032548190840b558dde6057c7`	completed	April 16, 2026, 1:43 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff1a7ed0ec8190b8086f78df965b61`	completed	May 9, 2026, 11:29 a.m.
NEDg	Description generation	`batch_69ff1b3c563481908418411a977df343`	completed	May 9, 2026, 11:32 a.m.
NED2	Entity disambiguation (via description)	`batch_69ff1c0ad5448190903dc38f78512f3b`	completed	May 9, 2026, 11:35 a.m.

Created at: April 10, 2026, 3:20 a.m.