Triple

T3407094

Position	Surface form	Disambiguated ID	Type / Status
Subject	Selina Meyer	`E71799`	entity
Predicate	hasAdvisor	`P25349`	FINISHED
Object	Amy Brookheimer Amy Brookheimer is a fiercely ambitious and hyper-competent political operative who serves as Selina Meyer’s closest aide and strategist in the television series "Veep."	`E358102`	NE FINISHED

How this triple was built (5 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: Amy Brookheimer | Statement: [Selina Meyer, hasAdvisor, Amy Brookheimer]

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

Target entity: Amy Brookheimer
Context triple: [Selina Meyer, hasAdvisor, Amy Brookheimer]

A. Melissa Rosenberg
Melissa Rosenberg is an American screenwriter and producer best known for adapting the Twilight Saga films and creating the Marvel television series Jessica Jones.
B. Jen Lewin
Jen Lewin is an American interactive light and sculpture artist known for large-scale, technology-driven public art installations.
C. Debbie Cenziper
Debbie Cenziper is a Pulitzer Prize–winning investigative journalist and author known for her in-depth reporting and co-writing prominent nonfiction books.
D. Melissa Stark
Melissa Stark is an American television sportscaster best known for her work as a sideline reporter on NFL broadcasts.
E. Dana Glauberman
Dana Glauberman is an American film editor known for her work on numerous high-profile feature films and collaborations with director Jason Reitman.
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: Amy Brookheimer
Triple: [Selina Meyer, hasAdvisor, Amy Brookheimer]

Generated description

Amy Brookheimer is a fiercely ambitious and hyper-competent political operative who serves as Selina Meyer’s closest aide and strategist in the television series "Veep."

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

Target entity: Amy Brookheimer
Target entity description: Amy Brookheimer is a fiercely ambitious and hyper-competent political operative who serves as Selina Meyer’s closest aide and strategist in the television series "Veep."

A. Melissa Rosenberg
Melissa Rosenberg is an American screenwriter and producer best known for adapting the Twilight Saga films and creating the Marvel television series Jessica Jones.
B. Jen Lewin
Jen Lewin is an American interactive light and sculpture artist known for large-scale, technology-driven public art installations.
C. Debbie Cenziper
Debbie Cenziper is a Pulitzer Prize–winning investigative journalist and author known for her in-depth reporting and co-writing prominent nonfiction books.
D. Melissa Stark
Melissa Stark is an American television sportscaster best known for her work as a sideline reporter on NFL broadcasts.
E. Dana Glauberman
Dana Glauberman is an American film editor known for her work on numerous high-profile feature films and collaborations with director Jason Reitman.
F. None of above. chosen

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: hasAdvisor
Context triple: [Selina Meyer, hasAdvisor, Amy Brookheimer]

A. advisorOf
Indicates that one entity serves as an advisor, providing guidance or counsel, to another entity.
B. associatedWithAdvisor chosen
Indicates that an entity has a relationship of guidance, oversight, or mentorship with a designated advisor.
C. hasMilitaryAdvisor
Indicates that one entity serves as a military advisor to another, providing guidance or expertise on military matters.
D. academicAdvisor
Indicates that one entity serves as the academic advisor, providing formal guidance and oversight on academic matters, to another entity.
E. notableAdvisor
Indicates that one entity serves, or has served, as a significant or distinguished advisor to another entity.
F. None of above.

Provenance (6 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_69ad85ac312481909e7027ced1456a9f`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb8ede9c48190b13b0f5e7474e7fa`	completed	March 8, 2026, 5:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b360be3b6c81909ee0ac6d4512a56d`	completed	March 13, 2026, 12:56 a.m.
NEDg	Description generation	`batch_69b3616dec3881908a54fa6500f7efb0`	completed	March 13, 2026, 12:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69b36211b6b08190ac0cac646160495d`	completed	March 13, 2026, 1:02 a.m.
PD	Predicate disambiguation	`batch_69adadfa73ac8190a163f93e88d217f8`	completed	March 8, 2026, 5:12 p.m.

Created at: March 8, 2026, 3:15 p.m.