Triple

T29112747

Position	Surface form	Disambiguated ID	Type / Status
Subject	Survivor: Heroes vs. Healers vs. Hustlers	`E736956`	entity
Predicate	tribeTheme	`P25955`	FINISHED
Object	Heroes Heroes is one of the three thematic tribes in the reality TV show Survivor: Heroes vs. Healers vs. Hustlers, representing contestants celebrated for their courage and selflessness.	`E1850956`	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: Heroes | Statement: [Survivor: Heroes vs. Healers vs. Hustlers, tribeTheme, Heroes]

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: Heroes
Triple: [Survivor: Heroes vs. Healers vs. Hustlers, tribeTheme, Heroes]

Generated description

Heroes is one of the three thematic tribes in the reality TV show Survivor: Heroes vs. Healers vs. Hustlers, representing contestants celebrated for their courage and selflessness.

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

Target predicate: tribeTheme
Context triple: [Survivor: Heroes vs. Healers vs. Hustlers, tribeTheme, Heroes]

A. transformationTheme
Indicates a thematic relationship in which one entity centers on or explores the process, experience, or idea of transformation in another.
B. themeFor chosen
Indicates that something serves as the central subject, topic, or focus for another thing (such as an event, work, or activity).
C. flavorTheme
Indicates a relationship where one entity serves as the dominant or characteristic flavor profile guiding or defining the taste experience of another entity.
D. impliesTheme
Indicates that one entity conceptually suggests, hints at, or leads to the thematic presence of another entity.
E. usesThemeFrom
Indicates that one work incorporates, references, or is based on the thematic material of another work.
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_69f077ed54e08190bb02a744e8121a66`	completed	April 28, 2026, 9:03 a.m.
NER	Named-entity recognition	`batch_69f6645ba71c81908044ade6ab577018`	completed	May 2, 2026, 8:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2537c6a810819088e8c3238af959df`	completed	June 7, 2026, 9:20 a.m.
NEDg	Description generation	`batch_6a25430981ec819083eb7606dcbb452d`	completed	June 7, 2026, 10:08 a.m.
NED2	Entity disambiguation (via description)	`batch_6a2543c3276c8190ad2ebc90f9265f0d`	completed	June 7, 2026, 10:11 a.m.
PD	Predicate disambiguation	`batch_69f663362c008190a22afed262f1e426`	completed	May 2, 2026, 8:48 p.m.

Created at: April 28, 2026, 11:19 a.m.