Triple
T6898997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niall Ferguson |
E159444
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Ayaan Hirsi Ali |
E174291
|
NE FINISHED |
How this triple was built (2 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: Ayaan Hirsi Ali | Statement: [Niall Ferguson, spouse, Ayaan Hirsi Ali]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayaan Hirsi Ali Context triple: [Niall Ferguson, spouse, Ayaan Hirsi Ali]
-
A.
Ayaan Hirsi Ali
chosen
Ayaan Hirsi Ali is a Somali-born Dutch-American activist, writer, and former politician known for her outspoken criticism of Islam and advocacy for women's rights and freedom of expression.
-
B.
Malalai Joya
Malalai Joya is an Afghan activist, former parliamentarian, and outspoken critic of warlords, the Taliban, and foreign occupation, known internationally for her advocacy of democracy, women’s rights, and social justice in Afghanistan.
-
C.
Mona Eltahawy
Mona Eltahawy is an Egyptian-American journalist, feminist writer, and activist known for her outspoken critiques of patriarchy and advocacy for women's rights in the Arab world.
-
D.
Safia Farkash
Safia Farkash is the second wife of former Libyan leader Muammar Gaddafi and the mother of several of his children, known primarily for her role as Libya’s de facto first lady during his rule.
-
E.
Nadia Murad
Nadia Murad is a Yazidi human rights activist and Nobel Peace Prize laureate who survived ISIS captivity and campaigns globally against sexual violence and genocide.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c6883822e0819091e321526f20ae0a |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d95d67448190857f36b8115b03f6 |
completed | March 27, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c748eb23888190bca6e42dc03ab31b |
completed | March 28, 2026, 3:20 a.m. |
Created at: March 27, 2026, 2:24 p.m.