Triple
T4715122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hertford College, Oxford |
E104616
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object | Benazir Bhutto |
E63315
|
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: Benazir Bhutto | Statement: [Hertford College, Oxford, hasNotableAlumni, Benazir Bhutto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benazir Bhutto Context triple: [Hertford College, Oxford, hasNotableAlumni, Benazir Bhutto]
-
A.
Benazir Bhutto
chosen
Benazir Bhutto was the first woman to serve as Prime Minister of Pakistan and a prominent political leader of the Pakistan Peoples Party.
-
B.
Nusrat Bhutto
Nusrat Bhutto was a prominent Pakistani political figure and former First Lady, known for leading the Pakistan Peoples Party after the execution of her husband, Prime Minister Zulfikar Ali Bhutto.
-
C.
Bakhtawar Bhutto Zardari
Bakhtawar Bhutto Zardari is a Pakistani public figure and education advocate from the influential Bhutto-Zardari political family.
-
D.
Asma Jahangir
Asma Jahangir was a prominent Pakistani human rights lawyer and activist renowned for her fearless advocacy for democracy, minority rights, and civil liberties both in Pakistan and internationally.
-
E.
Bilawal Bhutto Zardari
Bilawal Bhutto Zardari is a Pakistani politician, current chairman of the Pakistan Peoples Party, and the son of former Prime Minister Benazir Bhutto and former President Asif Ali Zardari.
- 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_69bd43ec4a348190bc41afae43375e71 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6408dc5c8190a8d6b1c1a3eba2df |
completed | March 20, 2026, 3:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be108002e08190b13856f2af135bfc |
completed | March 21, 2026, 3:29 a.m. |
Created at: March 20, 2026, 1:18 p.m.