Triple

T586996
Position Surface form Disambiguated ID Type / Status
Subject Dearborn, Michigan E15178 entity
Predicate mayor P185 FINISHED
Object Abdullah Hammoud
Abdullah Hammoud is an American politician who became the first Arab American and Muslim mayor of Dearborn, Michigan, known for his progressive policies and advocacy for public health and civil rights.
 E73612 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: Abdullah Hammoud | Statement: [Dearborn, Michigan, mayor, Abdullah Hammoud]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Abdullah Hammoud
Context triple: [Dearborn, Michigan, mayor, Abdullah Hammoud]
  • A. Wissam Al Mana
    Wissam Al Mana is a Qatari businessman and executive known for his leadership in the Al Mana Group, a major Middle Eastern retail and investment conglomerate.
  • B. Hassan Aref
    Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
  • C. Mustafa Abdul Jalil
    Mustafa Abdul Jalil is a Libyan politician and former justice minister who became a leading figure of the opposition and head of the National Transitional Council during the 2011 uprising against Muammar Gaddafi.
  • D. Awni Abd al-Hadi
    Awni Abd al-Hadi was a prominent Palestinian Arab nationalist leader, lawyer, and politician who played a key role in early 20th-century anti-colonial and anti-Zionist movements in Palestine.
  • E. Oussama Khatib
    Oussama Khatib is a prominent roboticist known for his pioneering work in robot motion planning, control, and human-robot interaction.
  • 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: Abdullah Hammoud
Triple: [Dearborn, Michigan, mayor, Abdullah Hammoud]
Generated description
Abdullah Hammoud is an American politician who became the first Arab American and Muslim mayor of Dearborn, Michigan, known for his progressive policies and advocacy for public health and civil rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Abdullah Hammoud
Target entity description: Abdullah Hammoud is an American politician who became the first Arab American and Muslim mayor of Dearborn, Michigan, known for his progressive policies and advocacy for public health and civil rights.
  • A. Wissam Al Mana
    Wissam Al Mana is a Qatari businessman and executive known for his leadership in the Al Mana Group, a major Middle Eastern retail and investment conglomerate.
  • B. Hassan Aref
    Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
  • C. Mustafa Abdul Jalil
    Mustafa Abdul Jalil is a Libyan politician and former justice minister who became a leading figure of the opposition and head of the National Transitional Council during the 2011 uprising against Muammar Gaddafi.
  • D. Awni Abd al-Hadi
    Awni Abd al-Hadi was a prominent Palestinian Arab nationalist leader, lawyer, and politician who played a key role in early 20th-century anti-colonial and anti-Zionist movements in Palestine.
  • E. Oussama Khatib
    Oussama Khatib is a prominent roboticist known for his pioneering work in robot motion planning, control, and human-robot interaction.
  • 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_69a4935783b8819082b77726ec10cc42 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49b9bf0cc8190a145ccd6fc501349 completed March 1, 2026, 8:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5103a30fc819086a1e95d4dfc8749 completed March 2, 2026, 4:21 a.m.
NEDg Description generation batch_69a511460df4819099f70838f0f28e4b completed March 2, 2026, 4:25 a.m.
NED2 Entity disambiguation (via description) batch_69a511b4b63481909b8f027726f5778e completed March 2, 2026, 4:27 a.m.
Created at: March 1, 2026, 7:33 p.m.