Triple

T37354406

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tarek El Moussa	`E927413`	entity
Predicate	hasAutobiographicalBook	`P83715`	FINISHED
Object	Flip Your Life Flip Your Life is the autobiographical book by real estate investor and TV personality Tarek El Moussa, chronicling his journey through personal struggles, career challenges, and success in house flipping.	`E2223544`	NE FINISHED

How this triple was built (3 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: Flip Your Life | Statement: [Tarek El Moussa, hasAutobiographicalBook, Flip Your Life]

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: Flip Your Life
Triple: [Tarek El Moussa, hasAutobiographicalBook, Flip Your Life]

Generated description

Flip Your Life is the autobiographical book by real estate investor and TV personality Tarek El Moussa, chronicling his journey through personal struggles, career challenges, and success in house flipping.

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

Target predicate: hasAutobiographicalBook
Context triple: [Tarek El Moussa, hasAutobiographicalBook, Flip Your Life]

A. wroteAutobiographicalWork chosen
Indicates that a person is the author of a written work that is an account of their own life.
B. hasAutobiographicalSubject
Indicates that something (such as a work, text, or narrative) has a subject that is the author or creator’s own life or personal experiences.
C. hasBiographicalWork
Indicates that there exists a biographical work (such as a book, article, or film) whose subject is the given entity.
D. coWroteMemoirOf
Indicates that one entity collaborated in writing the memoir about another entity.
E. isThirdAutobiographyOf
Indicates that one work is the third autobiography written by or about a particular person or entity in a sequence of autobiographical works.
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_69f76eb5e034819088e53ab5b7909a68`	completed	May 3, 2026, 3:50 p.m.
NER	Named-entity recognition	`batch_69fdb04ed81c8190b8feea90c1c785a6`	completed	May 8, 2026, 9:43 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a406ce290bc8190a4e3cd84eee85fd0`	completed	June 28, 2026, 12:37 a.m.
NEDg	Description generation	`batch_6a406dd62dac8190afef2839157d7d30`	completed	June 28, 2026, 12:41 a.m.
NED2	Entity disambiguation (via description)	`batch_6a406e8f3e6c819089d8897547f05ed5`	completed	June 28, 2026, 12:45 a.m.
PD	Predicate disambiguation	`batch_69fda9d6c5148190a63205b6d9b0a1b4`	completed	May 8, 2026, 9:16 a.m.

Created at: May 3, 2026, 4:16 p.m.