Triple
T1749701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark "Oz" Geist (13 Hours film character) |
E38410
|
entity |
| Predicate | settingOfActivity |
P1957
|
FINISHED |
| Object |
CIA Annex in Benghazi
The CIA Annex in Benghazi was a covert U.S. intelligence compound in Libya that became the focal point of the 2012 Benghazi attack.
|
E197310
|
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: CIA Annex in Benghazi | Statement: [Mark "Oz" Geist (13 Hours film character), settingOfActivity, CIA Annex in Benghazi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CIA Annex in Benghazi Context triple: [Mark "Oz" Geist (13 Hours film character), settingOfActivity, CIA Annex in Benghazi]
-
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.
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.
-
C.
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.
-
D.
Egyptian security establishment
The Egyptian security establishment is the powerful network of military, intelligence, and internal security institutions that underpins and protects the country’s authoritarian political order.
-
E.
Misrata militias
Misrata militias are powerful, predominantly Islamist-leaning armed groups from the Libyan city of Misrata that played a major role in post-Gaddafi conflicts, including key battles in the Second Libyan 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: CIA Annex in Benghazi Triple: [Mark "Oz" Geist (13 Hours film character), settingOfActivity, CIA Annex in Benghazi]
Generated description
The CIA Annex in Benghazi was a covert U.S. intelligence compound in Libya that became the focal point of the 2012 Benghazi attack.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CIA Annex in Benghazi Target entity description: The CIA Annex in Benghazi was a covert U.S. intelligence compound in Libya that became the focal point of the 2012 Benghazi attack.
-
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.
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.
-
C.
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.
-
D.
Egyptian security establishment
The Egyptian security establishment is the powerful network of military, intelligence, and internal security institutions that underpins and protects the country’s authoritarian political order.
-
E.
Misrata militias
Misrata militias are powerful, predominantly Islamist-leaning armed groups from the Libyan city of Misrata that played a major role in post-Gaddafi conflicts, including key battles in the Second Libyan 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_69a8862bdb2081908aefe831c8aa8017 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa64108a208190ae7190065818e42c |
completed | March 6, 2026, 5:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0e40cb88190953c639ee2464a54 |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada1a2fb9481909d9ed587921ca6b6 |
completed | March 8, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada4dfc9188190845a4e4490318d68 |
completed | March 8, 2026, 4:33 p.m. |
Created at: March 4, 2026, 7:31 p.m.