Triple

T27489781

Position	Surface form	Disambiguated ID	Type / Status
Subject	2000 Taiwanese presidential election	`E693845`	entity
Predicate	JamesSoongRunningMate	`P163268`	FINISHED
Object	Chang Chao-hsiung Chang Chao-hsiung is a Taiwanese politician best known for serving as James Soong’s vice-presidential running mate in the 2000 Taiwanese presidential election.	`E1783954`	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: Chang Chao-hsiung | Statement: [2000 Taiwanese presidential election, JamesSoongRunningMate, Chang Chao-hsiung]

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: Chang Chao-hsiung
Triple: [2000 Taiwanese presidential election, JamesSoongRunningMate, Chang Chao-hsiung]

Generated description

Chang Chao-hsiung is a Taiwanese politician best known for serving as James Soong’s vice-presidential running mate in the 2000 Taiwanese presidential election.

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

Target predicate: JamesSoongRunningMate
Context triple: [2000 Taiwanese presidential election, JamesSoongRunningMate, Chang Chao-hsiung]

A. JamesSoongVotes
Indicates that James Soong casts a vote or supports a particular candidate, policy, or decision.
B. JamesSoongVoteShare
Indicates the proportion of total votes received by James Soong in a given election or electoral context.
C. دين رئيسي
Indicates a primary or main religious affiliation that an entity predominantly follows or is associated with.
D. runningMateOfKrisKobach
Indicates that one person served as Kris Kobach’s running mate on an electoral ticket.
E. runningMateOfAndrewGillum
Indicates a person who was the vice-gubernatorial running mate on the same ticket as Andrew Gillum in an election.
F. None of above. chosen

Provenance (7 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_69ef5382b9648190be0b1ef2ad5d043c`	completed	April 27, 2026, 12:16 p.m.
NER	Named-entity recognition	`batch_69f6369a22688190a5674191c90a5d12`	completed	May 2, 2026, 5:38 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a12da74c3b88190909e394cb28767db`	completed	May 24, 2026, 11:01 a.m.
NEDg	Description generation	`batch_6a12db2833688190af921e97c6e5d05d`	completed	May 24, 2026, 11:04 a.m.
NED2	Entity disambiguation (via description)	`batch_6a12db977df48190b71bce8408b51269`	completed	May 24, 2026, 11:05 a.m.
PD	Predicate disambiguation	`batch_69f631871c888190bf29466fe4254e51`	completed	May 2, 2026, 5:16 p.m.
PDg	Predicate description generation	`batch_69f6359d46b88190922dd7de508e3b0e`	completed	May 2, 2026, 5:34 p.m.

Created at: April 27, 2026, 1:04 p.m.