Triple

T11231793
Position Surface form Disambiguated ID Type / Status
Subject K.S.C. Lokeren Oost-Vlaanderen E265838 entity
Predicate notablePlayer P304 FINISHED
Object Hamdi Harbaoui
Hamdi Harbaoui is a Tunisian professional footballer known as a prolific goal-scoring striker, particularly during his successful spells in Belgian football.
E912958 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: Hamdi Harbaoui | Statement: [K.S.C. Lokeren Oost-Vlaanderen, notablePlayer, Hamdi Harbaoui]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamdi Harbaoui
Context triple: [K.S.C. Lokeren Oost-Vlaanderen, notablePlayer, Hamdi Harbaoui]
  • A. Abdelhamid Ben Badis
    Abdelhamid Ben Badis was an influential Algerian Islamic scholar and leading figure of the early 20th-century Algerian reformist and nationalist movement.
  • B. Mehdi Jomaa
    Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
  • C. Omar Ben Hassen
    Omar Ben Hassen is an American poet and spoken-word artist best known as a key member of the politically charged, pioneering hip-hop precursor group The Last Poets.
  • D. Moustafa Kharroubi
    Moustafa Kharroubi was a Libyan political figure who served on the Revolutionary Command Council that governed Libya following Muammar Gaddafi’s 1969 coup.
  • E. Ashraf Barhom
    Ashraf Barhom is an Israeli Arab actor known for his roles in international films and television series, often portraying complex characters in political and action dramas.
  • 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: Hamdi Harbaoui
Triple: [K.S.C. Lokeren Oost-Vlaanderen, notablePlayer, Hamdi Harbaoui]
Generated description
Hamdi Harbaoui is a Tunisian professional footballer known as a prolific goal-scoring striker, particularly during his successful spells in Belgian football.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamdi Harbaoui
Target entity description: Hamdi Harbaoui is a Tunisian professional footballer known as a prolific goal-scoring striker, particularly during his successful spells in Belgian football.
  • A. Abdelhamid Ben Badis
    Abdelhamid Ben Badis was an influential Algerian Islamic scholar and leading figure of the early 20th-century Algerian reformist and nationalist movement.
  • B. Mehdi Jomaa
    Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
  • C. Omar Ben Hassen
    Omar Ben Hassen is an American poet and spoken-word artist best known as a key member of the politically charged, pioneering hip-hop precursor group The Last Poets.
  • D. Moustafa Kharroubi
    Moustafa Kharroubi was a Libyan political figure who served on the Revolutionary Command Council that governed Libya following Muammar Gaddafi’s 1969 coup.
  • E. Ashraf Barhom
    Ashraf Barhom is an Israeli Arab actor known for his roles in international films and television series, often portraying complex characters in political and action dramas.
  • 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9026e1c81909456ac946bbba972 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad49b5cc8190b99cb2cd8de72109 completed April 19, 2026, 10:24 a.m.
NEDg Description generation batch_69e4b12dd658819085c25d3edac2d66c completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4b3d23b18819096f3a11aecc732bd completed April 19, 2026, 10:52 a.m.
Created at: April 8, 2026, 9:30 p.m.