Triple

T24906694

Position	Surface form	Disambiguated ID	Type / Status
Subject	1993 Canadian federal election	`E623727`	entity
Predicate	fourthPlaceLeader	`P23393`	FINISHED
Object	Audrey McLaughlin Audrey McLaughlin is a Canadian politician who led the New Democratic Party in the early 1990s and was the first woman to head a major federal political party in Canada.	`E1723854`	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: Audrey McLaughlin | Statement: [1993 Canadian federal election, fourthPlaceLeader, Audrey McLaughlin]

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: Audrey McLaughlin
Triple: [1993 Canadian federal election, fourthPlaceLeader, Audrey McLaughlin]

Generated description

Audrey McLaughlin is a Canadian politician who led the New Democratic Party in the early 1990s and was the first woman to head a major federal political party in Canada.

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

Target predicate: fourthPlaceLeader
Context triple: [1993 Canadian federal election, fourthPlaceLeader, Audrey McLaughlin]

A. fourthPlace
Indicates that an entity holds the fourth position or rank in an ordered sequence, competition, or hierarchy.
B. partyLeaderFourthPlaceParty chosen
Indicates that the referenced person is the leader of the political party that finished in fourth place in a given election or ranking.
C. fourthPlaceQualifiedFor
Indicates that the entity finishing in fourth place has earned qualification for a subsequent stage, event, or competition.
D. fourthOfficeHolder
Indicates that an entity is the fourth individual to hold a particular office or position in a sequence of office holders.
E. fourthTrack
Indicates that one entity is the fourth track in an ordered sequence of tracks associated with 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_69e2fac797cc8190b30d77f4121099ac`	completed	April 18, 2026, 3:30 a.m.
NER	Named-entity recognition	`batch_69f4236bc540819096275eb784a08719`	completed	May 1, 2026, 3:52 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a11ae85fac08190927f996ba9abdaae`	completed	May 23, 2026, 1:41 p.m.
NEDg	Description generation	`batch_6a11af4e7c608190a71debb7fc9c4b83`	completed	May 23, 2026, 1:44 p.m.
NED2	Entity disambiguation (via description)	`batch_6a11b071a8c48190a3b486d471e3e1a1`	completed	May 23, 2026, 1:49 p.m.
PD	Predicate disambiguation	`batch_69f4210130d08190ae30b7943f7a0bbc`	completed	May 1, 2026, 3:41 a.m.

Created at: April 18, 2026, 5:27 a.m.