Triple
T9999309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kris Paronto |
E197282
|
entity |
| Predicate | participantIn |
P149
|
FINISHED |
| Object | 2012 Benghazi attack |
E197279
|
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: 2012 Benghazi attack | Statement: [Kris Paronto, participantIn, 2012 Benghazi attack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2012 Benghazi attack Context triple: [Kris Paronto, participantIn, 2012 Benghazi attack]
-
A.
2012 Benghazi attack
chosen
The 2012 Benghazi attack was a coordinated militant assault on U.S. diplomatic and CIA facilities in Benghazi, Libya, that killed four Americans and sparked intense political controversy in the United States.
-
B.
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.
-
C.
Mubi bombings
The Mubi bombings were a series of deadly attacks in the Nigerian town of Mubi, widely attributed to the Islamist militant group Boko Haram and emblematic of the violence during its insurgency.
-
D.
2015 Sheikh Zuweid attack
The 2015 Sheikh Zuweid attack was a major coordinated assault by Islamist militants on Egyptian security forces in the town of Sheikh Zuweid in North Sinai, resulting in heavy casualties and marking one of the deadliest incidents of the Sinai insurgency.
-
E.
2013 Westgate shopping mall attack
The 2013 Westgate shopping mall attack was a four-day terrorist siege at an upscale mall in Nairobi, Kenya, that left at least 67 people dead and drew international attention to the threat posed by the Islamist militant group al-Shabaab.
- 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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcc8dc9c081909b6d20909ada09cf |
completed | April 2, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d26a36aadc81909978b71bdb3a6654 |
completed | April 5, 2026, 1:57 p.m. |
Created at: March 30, 2026, 8:51 p.m.