Triple

T29199775

Position	Surface form	Disambiguated ID	Type / Status
Subject	Workers' Party of Singapore	`E740236`	entity
Predicate	notableConstituencyStronghold	`P183054`	FINISHED
Object	Hougang Hougang is a residential town and planning area in northeastern Singapore known for its long-standing support of the opposition Workers' Party in national elections.	`E1855280`	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: Hougang | Statement: [Workers' Party of Singapore, notableConstituencyStronghold, Hougang]

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: Hougang
Triple: [Workers' Party of Singapore, notableConstituencyStronghold, Hougang]

Generated description

Hougang is a residential town and planning area in northeastern Singapore known for its long-standing support of the opposition Workers' Party in national elections.

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

Target predicate: notableConstituencyStronghold
Context triple: [Workers' Party of Singapore, notableConstituencyStronghold, Hougang]

A. strongholdOf
Indicates that a location serves as a primary fortified base, center of power, or main stronghold for a particular entity.
B. hasElectoralStronghold
Indicates that a political entity consistently receives dominant or reliable electoral support in a particular area or constituency.
C. isPoliticalStrongholdOf chosen
Indicates that a location or region consistently shows strong, dominant, or reliable support for a particular political party, group, or figure.
D. notableConstituent
Indicates that one entity is a significant or prominent component, part, or member of another entity.
E. notableLordship
Indicates that an entity holds or has held a particularly significant or distinguished lordship over another entity or domain.
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_69f07cb974108190b7e86ca489a6ebb6`	completed	April 28, 2026, 9:24 a.m.
NER	Named-entity recognition	`batch_6a0314e613f88190b5dbf89b9c4203c6`	completed	May 12, 2026, 11:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2569b9f6088190ad1beb8a9e4eed49`	completed	June 7, 2026, 12:53 p.m.
NEDg	Description generation	`batch_6a256f31adfc8190b5c86993112f300a`	completed	June 7, 2026, 1:16 p.m.
NED2	Entity disambiguation (via description)	`batch_6a256f98942081909d86856ade8b24be`	completed	June 7, 2026, 1:18 p.m.
PD	Predicate disambiguation	`batch_6a0314699c1c8190b2a80dc4015e7890`	completed	May 12, 2026, 11:52 a.m.

Created at: April 28, 2026, 12:06 p.m.