Triple

T3287086

Position	Surface form	Disambiguated ID	Type / Status
Subject	Charly Baltimore	`E69007`	entity
Predicate	affiliation	`P10`	FINISHED
Object	U.S. government (fictional covert operations) The U.S. government (fictional covert operations) is a clandestine, often extralegal arm of the American state depicted in thrillers as running secret missions, black ops, and deniable intelligence activities.	`E345512`	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: U.S. government (fictional covert operations) | Statement: [Charly Baltimore, affiliation, U.S. government (fictional covert operations)]

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

Target entity: U.S. government (fictional covert operations)
Context triple: [Charly Baltimore, affiliation, U.S. government (fictional covert operations)]

A. CIA
CIA is the three-letter IATA airport code for Ciampino–G. B. Pastine International Airport serving Rome, Italy.
B. Central Intelligence Agency
The Central Intelligence Agency is the United States’ primary civilian foreign intelligence service, responsible for gathering, analyzing, and conducting covert operations abroad to support national security and policy decisions.
C. CIA Special Activities Division
The CIA Special Activities Division is a covert paramilitary and special operations unit of the U.S. Central Intelligence Agency responsible for clandestine missions, including sabotage, counterinsurgency, and support to foreign proxy forces.
D. CIA Domestic Branch
The CIA Domestic Branch is a fictional division of the Central Intelligence Agency featured in the animated television series "American Dad!", where it serves as the workplace of protagonist Stan Smith.
E. Central Intelligence Group
The Central Intelligence Group was the short-lived U.S. post–World War II intelligence agency that served as the direct predecessor to the Central Intelligence Agency (CIA).
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: U.S. government (fictional covert operations)
Triple: [Charly Baltimore, affiliation, U.S. government (fictional covert operations)]

Generated description

The U.S. government (fictional covert operations) is a clandestine, often extralegal arm of the American state depicted in thrillers as running secret missions, black ops, and deniable intelligence activities.

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

Target entity: U.S. government (fictional covert operations)
Target entity description: The U.S. government (fictional covert operations) is a clandestine, often extralegal arm of the American state depicted in thrillers as running secret missions, black ops, and deniable intelligence activities.

A. CIA
CIA is the three-letter IATA airport code for Ciampino–G. B. Pastine International Airport serving Rome, Italy.
B. Central Intelligence Agency
The Central Intelligence Agency is the United States’ primary civilian foreign intelligence service, responsible for gathering, analyzing, and conducting covert operations abroad to support national security and policy decisions.
C. CIA Special Activities Division
The CIA Special Activities Division is a covert paramilitary and special operations unit of the U.S. Central Intelligence Agency responsible for clandestine missions, including sabotage, counterinsurgency, and support to foreign proxy forces.
D. CIA Domestic Branch
The CIA Domestic Branch is a fictional division of the Central Intelligence Agency featured in the animated television series "American Dad!", where it serves as the workplace of protagonist Stan Smith.
E. Central Intelligence Group
The Central Intelligence Group was the short-lived U.S. post–World War II intelligence agency that served as the direct predecessor to the Central Intelligence Agency (CIA).
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_69ad859d45748190b0742408c954b39f`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb05779d08190a5517951e71b1380`	completed	March 8, 2026, 5:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b2e85f71508190b194b4d383d7ee32`	completed	March 12, 2026, 4:22 p.m.
NEDg	Description generation	`batch_69b2e8d165488190bdb6c07257f7502a`	completed	March 12, 2026, 4:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69b2ecfd3c20819089bc0b2141aee8eb`	completed	March 12, 2026, 4:42 p.m.

Created at: March 8, 2026, 3:10 p.m.