Triple

T21911306
Position Surface form Disambiguated ID Type / Status
Subject Marvin Hagler E541068 entity
Predicate fought P30824 FINISHED
Object Mustafa Hamsho
Mustafa Hamsho is a Syrian former professional middleweight boxer best known for his tough, brawling style and two world title challenges against Marvin Hagler in the early 1980s.
 E1511123 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: Mustafa Hamsho | Statement: [Marvin Hagler, fought, Mustafa Hamsho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mustafa Hamsho
Context triple: [Marvin Hagler, fought, Mustafa Hamsho]
  • A. Mustafa Hijri
    Mustafa Hijri is a Kurdish Iranian political leader best known for heading the Democratic Party of Iranian Kurdistan and advocating for Kurdish rights and autonomy in Iran.
  • B. Ahmad Faris al-Shidyaq
    Ahmad Faris al-Shidyaq was a 19th-century Lebanese writer, linguist, and journalist who played a foundational role in modernizing Arabic prose and thought during the Arab Nahda (renaissance).
  • C. Mustafa Shakir
    Mustafa Shakir is an American actor best known for his roles as Bushmaster in Marvel's "Luke Cage" and Jet Black in the live-action adaptation of "Cowboy Bebop."
  • D. Ahmad al-Badawi
    Ahmad al-Badawi was a 13th-century Moroccan-born Sufi saint and founder of the Badawiyya order, venerated especially in Tanta, Egypt.
  • E. Hassan Ali Effendi
    Hassan Ali Effendi was a prominent 19th-century Muslim educationist and reformer from Sindh who played a key role in promoting modern education among Muslims in British India.
  • 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: Mustafa Hamsho
Triple: [Marvin Hagler, fought, Mustafa Hamsho]
Generated description
Mustafa Hamsho is a Syrian former professional middleweight boxer best known for his tough, brawling style and two world title challenges against Marvin Hagler in the early 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mustafa Hamsho
Target entity description: Mustafa Hamsho is a Syrian former professional middleweight boxer best known for his tough, brawling style and two world title challenges against Marvin Hagler in the early 1980s.
  • A. Mustafa Hijri
    Mustafa Hijri is a Kurdish Iranian political leader best known for heading the Democratic Party of Iranian Kurdistan and advocating for Kurdish rights and autonomy in Iran.
  • B. Ahmad Faris al-Shidyaq
    Ahmad Faris al-Shidyaq was a 19th-century Lebanese writer, linguist, and journalist who played a foundational role in modernizing Arabic prose and thought during the Arab Nahda (renaissance).
  • C. Mustafa Shakir
    Mustafa Shakir is an American actor best known for his roles as Bushmaster in Marvel's "Luke Cage" and Jet Black in the live-action adaptation of "Cowboy Bebop."
  • D. Ahmad al-Badawi
    Ahmad al-Badawi was a 13th-century Moroccan-born Sufi saint and founder of the Badawiyya order, venerated especially in Tanta, Egypt.
  • E. Hassan Ali Effendi
    Hassan Ali Effendi was a prominent 19th-century Muslim educationist and reformer from Sindh who played a key role in promoting modern education among Muslims in British India.
  • 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_69e0c47c4b9c8190a5586a75f5f36453 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f121da36e88190b42b82641ec54a19 completed April 28, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a66fad1b48190af50716632a53af0 completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a67910f0081908d3d4771be0fb167 completed May 18, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0a68038d148190a9b2811f23fa802e completed May 18, 2026, 1:14 a.m.
Created at: April 16, 2026, 7:40 p.m.