Triple

T3828300
Position Surface form Disambiguated ID Type / Status
Subject University of Baghdad E88744 entity
Predicate hasNotableAlumni P51 FINISHED
Object Barham Salih
Barham Salih is an Iraqi Kurdish politician who has served as President of Iraq and previously held senior roles in both the Iraqi federal government and the Kurdistan Regional Government.
E391512 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: Barham Salih | Statement: [University of Baghdad, hasNotableAlumni, Barham Salih]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barham Salih
Context triple: [University of Baghdad, hasNotableAlumni, Barham Salih]
  • A. Lai Mohammed
    Lai Mohammed is a Nigerian lawyer and politician who served as the national publicity secretary of the Action Congress of Nigeria and later as Nigeria’s Minister of Information and Culture.
  • B. Omar Abdirashid Ali Sharmarke
    Omar Abdirashid Ali Sharmarke is a Somali politician and diplomat who has twice served as Somalia’s prime minister and is the son of former Somali president Abdirashid Ali Sharmarke.
  • C. Khairallah Talfah
    Khairallah Talfah was an Iraqi army officer and Ba'athist politician best known as the uncle and father-in-law of Saddam Hussein.
  • 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. Aden Abdullah Osman Daar
    Aden Abdullah Osman Daar was the first President of the Somali Republic, serving from its independence in 1960 and helping to shape the country’s early post-colonial political landscape.
  • 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: Barham Salih
Triple: [University of Baghdad, hasNotableAlumni, Barham Salih]
Generated description
Barham Salih is an Iraqi Kurdish politician who has served as President of Iraq and previously held senior roles in both the Iraqi federal government and the Kurdistan Regional Government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barham Salih
Target entity description: Barham Salih is an Iraqi Kurdish politician who has served as President of Iraq and previously held senior roles in both the Iraqi federal government and the Kurdistan Regional Government.
  • A. Lai Mohammed
    Lai Mohammed is a Nigerian lawyer and politician who served as the national publicity secretary of the Action Congress of Nigeria and later as Nigeria’s Minister of Information and Culture.
  • B. Omar Abdirashid Ali Sharmarke
    Omar Abdirashid Ali Sharmarke is a Somali politician and diplomat who has twice served as Somalia’s prime minister and is the son of former Somali president Abdirashid Ali Sharmarke.
  • C. Khairallah Talfah
    Khairallah Talfah was an Iraqi army officer and Ba'athist politician best known as the uncle and father-in-law of Saddam Hussein.
  • 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. Aden Abdullah Osman Daar
    Aden Abdullah Osman Daar was the first President of the Somali Republic, serving from its independence in 1960 and helping to shape the country’s early post-colonial political landscape.
  • 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_69aed9538cf881909d9ce8ca4ac7c18c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb683c2081908ffa6e759a3470fe completed March 9, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb51e6248190b242f9e498a320d3 completed March 14, 2026, 6:08 a.m.
NEDg Description generation batch_69b4fbc972ec81908fb0d53e851236c4 completed March 14, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_69b4ffd256c08190a0cfee3bd0dafda3 completed March 14, 2026, 6:27 a.m.
Created at: March 9, 2026, 3:17 p.m.