Triple

T6804452
Position Surface form Disambiguated ID Type / Status
Subject Herstal E156268 entity
Predicate hasMunicipalSection P10450 FINISHED
Object Liers
Liers is a village and district of the city of Herstal in the province of Liège, Belgium.
 E620307 NE FINISHED

How this triple was built (4 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: Liers | Statement: [Herstal, hasMunicipalSection, Liers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liers
Context triple: [Herstal, hasMunicipalSection, Liers]
  • A. Liar
    "Liar" is a 1992 noise rock album by The Jesus Lizard, widely regarded as one of the band's most intense and critically acclaimed releases.
  • B. Liar!
    "Liar!" is a classic Isaac Asimov science fiction short story about a mind-reading robot whose inability to harm humans leads it to tell comforting but ultimately damaging lies.
  • C. The Liar
    "The Liar" is a painting by African-American artist Archibald Motley that exemplifies his vivid, jazz-age depictions of Black urban life and social interaction.
  • D. The Liar
    "The Liar" is a comic novel by Stephen Fry that follows a brilliant but deceitful young man entangled in espionage, sexuality, and storytelling.
  • E. Liars
    Liars is an experimental rock band known for its genre-shifting sound, avant-garde approach, and critically acclaimed albums in the 2000s and 2010s.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
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: Liers
Triple: [Herstal, hasMunicipalSection, Liers]
Generated description
Liers is a village and district of the city of Herstal in the province of Liège, Belgium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liers
Target entity description: Liers is a village and district of the city of Herstal in the province of Liège, Belgium.
  • A. Liar
    "Liar" is a 1992 noise rock album by The Jesus Lizard, widely regarded as one of the band's most intense and critically acclaimed releases.
  • B. Liar!
    "Liar!" is a classic Isaac Asimov science fiction short story about a mind-reading robot whose inability to harm humans leads it to tell comforting but ultimately damaging lies.
  • C. The Liar
    "The Liar" is a painting by African-American artist Archibald Motley that exemplifies his vivid, jazz-age depictions of Black urban life and social interaction.
  • D. The Liar
    "The Liar" is a comic novel by Stephen Fry that follows a brilliant but deceitful young man entangled in espionage, sexuality, and storytelling.
  • E. Liars
    Liars is an experimental rock band known for its genre-shifting sound, avant-garde approach, and critically acclaimed albums in the 2000s and 2010s.
  • F. None of above. chosen

Provenance (5 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_69c68826e6a48190a3d220b541e639de completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7ca96008190ba79563c2a9a9b0e completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a9da0ac8190878799d4780f9b28 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71b88b27c8190b803f0e9f6402c44 completed March 28, 2026, 12:06 a.m.
NED2 Entity disambiguation (via description) batch_69c71c95299c8190b149082ede7da88c completed March 28, 2026, 12:11 a.m.
Created at: March 27, 2026, 2:16 p.m.