Triple

T5551631
Position Surface form Disambiguated ID Type / Status
Subject Princess Ayah bint Faisal E145538 entity
Predicate spouse P13 FINISHED
Object Mohammad Talal al‑Halawani
Mohammad Talal al‑Halawani is a Jordanian figure known primarily as the husband of Princess Ayah bint Faisal of the Jordanian royal family.
E542518 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: Mohammad Talal al‑Halawani | Statement: [Princess Ayah bint Faisal, spouse, Mohammad Talal al‑Halawani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mohammad Talal al‑Halawani
Context triple: [Princess Ayah bint Faisal, spouse, Mohammad Talal al‑Halawani]
  • A. Mohammed al-Halbousi
    Mohammed al-Halbousi is an Iraqi politician who has served as the speaker of Iraq’s Council of Representatives and is a prominent Sunni political figure in the country.
  • B. 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.
  • C. Mohand al-Shehri
    Mohand al-Shehri was a Saudi national and al-Qaeda operative who participated as one of the suicide hijackers in the September 11, 2001 terrorist attacks in the United States.
  • D. Mohamed al-Haddad
    Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
  • E. Anas al-Abdah
    Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
  • 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: Mohammad Talal al‑Halawani
Triple: [Princess Ayah bint Faisal, spouse, Mohammad Talal al‑Halawani]
Generated description
Mohammad Talal al‑Halawani is a Jordanian figure known primarily as the husband of Princess Ayah bint Faisal of the Jordanian royal family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mohammad Talal al‑Halawani
Target entity description: Mohammad Talal al‑Halawani is a Jordanian figure known primarily as the husband of Princess Ayah bint Faisal of the Jordanian royal family.
  • A. Mohammed al-Halbousi
    Mohammed al-Halbousi is an Iraqi politician who has served as the speaker of Iraq’s Council of Representatives and is a prominent Sunni political figure in the country.
  • B. 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.
  • C. Mohand al-Shehri
    Mohand al-Shehri was a Saudi national and al-Qaeda operative who participated as one of the suicide hijackers in the September 11, 2001 terrorist attacks in the United States.
  • D. Mohamed al-Haddad
    Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
  • E. Anas al-Abdah
    Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
  • 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_69c008fb879c81909f5bfa56fadc1d46 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fe3e7788190aa5361b083197c17 completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c059e7636c819082cc18b1913c08c9 completed March 22, 2026, 9:06 p.m.
NEDg Description generation batch_69c062029e3c8190ade3f0836d6b3842 completed March 22, 2026, 9:41 p.m.
NED2 Entity disambiguation (via description) batch_69c06268eb0c8190959ba762c2d9b47d completed March 22, 2026, 9:43 p.m.
Created at: March 22, 2026, 3:35 p.m.