Triple
T357912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hillary Clinton |
E7583
|
entity |
| Predicate | notableEvent |
P259
|
FINISHED |
| Object |
Benghazi attack congressional hearings
The Benghazi attack congressional hearings were a series of high-profile U.S. congressional investigations into the 2012 attack on American facilities in Benghazi, Libya, which scrutinized the actions and decisions of then–Secretary of State Hillary Clinton.
|
E45330
|
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: Benghazi attack congressional hearings | Statement: [Hillary Clinton, notableEvent, Benghazi attack congressional hearings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benghazi attack congressional hearings Context triple: [Hillary Clinton, notableEvent, Benghazi attack congressional hearings]
-
A.
Benghazi
Benghazi is a major port city in eastern Libya that has historically served as a key political, economic, and cultural center of the country.
-
B.
13 Hours: The Secret Soldiers of Benghazi
13 Hours: The Secret Soldiers of Benghazi is a 2016 war action film directed by Michael Bay that dramatizes the 2012 attack on the U.S. diplomatic compound in Benghazi, Libya, through the perspective of a team of American security contractors.
-
C.
Lockerbie bombing diplomatic crisis
The Lockerbie bombing diplomatic crisis was the prolonged international standoff in the 1990s and early 2000s over Libya’s responsibility for the 1988 Pan Am Flight 103 bombing, involving UN sanctions, negotiations over suspects’ trials, and eventual compensation agreements.
-
D.
National Commission on Terrorist Attacks Upon the United States
The National Commission on Terrorist Attacks Upon the United States, commonly known as the 9/11 Commission, was an independent, bipartisan panel established to investigate the circumstances surrounding the September 11, 2001 terrorist attacks and to recommend measures to prevent future attacks.
-
E.
Joint Inquiry into Intelligence Community Activities before and after the Terrorist Attacks of September 11, 2001
The Joint Inquiry into Intelligence Community Activities before and after the Terrorist Attacks of September 11, 2001 was a congressional investigation that examined U.S. intelligence failures related to the 9/11 attacks and produced a major public report on those shortcomings.
- 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: Benghazi attack congressional hearings Triple: [Hillary Clinton, notableEvent, Benghazi attack congressional hearings]
Generated description
The Benghazi attack congressional hearings were a series of high-profile U.S. congressional investigations into the 2012 attack on American facilities in Benghazi, Libya, which scrutinized the actions and decisions of then–Secretary of State Hillary Clinton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benghazi attack congressional hearings Target entity description: The Benghazi attack congressional hearings were a series of high-profile U.S. congressional investigations into the 2012 attack on American facilities in Benghazi, Libya, which scrutinized the actions and decisions of then–Secretary of State Hillary Clinton.
-
A.
Benghazi
Benghazi is a major port city in eastern Libya that has historically served as a key political, economic, and cultural center of the country.
-
B.
13 Hours: The Secret Soldiers of Benghazi
13 Hours: The Secret Soldiers of Benghazi is a 2016 war action film directed by Michael Bay that dramatizes the 2012 attack on the U.S. diplomatic compound in Benghazi, Libya, through the perspective of a team of American security contractors.
-
C.
Lockerbie bombing diplomatic crisis
The Lockerbie bombing diplomatic crisis was the prolonged international standoff in the 1990s and early 2000s over Libya’s responsibility for the 1988 Pan Am Flight 103 bombing, involving UN sanctions, negotiations over suspects’ trials, and eventual compensation agreements.
-
D.
National Commission on Terrorist Attacks Upon the United States
The National Commission on Terrorist Attacks Upon the United States, commonly known as the 9/11 Commission, was an independent, bipartisan panel established to investigate the circumstances surrounding the September 11, 2001 terrorist attacks and to recommend measures to prevent future attacks.
-
E.
Joint Inquiry into Intelligence Community Activities before and after the Terrorist Attacks of September 11, 2001
The Joint Inquiry into Intelligence Community Activities before and after the Terrorist Attacks of September 11, 2001 was a congressional investigation that examined U.S. intelligence failures related to the 9/11 attacks and produced a major public report on those shortcomings.
- 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_69a2e7e696948190bebc966535995e45 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebb0e348819086e3ccd96c7b129e |
completed | Feb. 28, 2026, 1:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3e019211c819087edeb99431061fa |
completed | March 1, 2026, 6:43 a.m. |
| NEDg | Description generation | batch_69a3e1092bc48190bd2d4b59d30b8c64 |
completed | March 1, 2026, 6:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3e2183bec8190b1d93a02ec8a0ab8 |
completed | March 1, 2026, 6:52 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.