Triple
T1104075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gulf of Tonkin incident |
E25447
|
entity |
| Predicate | involvesShip |
P862
|
FINISHED |
| Object |
USS Turner Joy (DD-951)
USS Turner Joy (DD-951) was a Forrest Sherman-class destroyer of the United States Navy best known for its controversial role in the events that escalated U.S. involvement in the Vietnam War.
|
E146261
|
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: USS Turner Joy (DD-951) | Statement: [Gulf of Tonkin incident, involvesShip, USS Turner Joy (DD-951)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USS Turner Joy (DD-951) Context triple: [Gulf of Tonkin incident, involvesShip, USS Turner Joy (DD-951)]
-
A.
USS Maddox (DD-731)
USS Maddox (DD-731) was a U.S. Navy destroyer best known for its controversial role in the 1964 Gulf of Tonkin incident, which helped escalate American involvement in the Vietnam War.
-
B.
SS Jeremiah O’Brien
SS Jeremiah O’Brien is a preserved World War II Liberty ship now serving as a museum vessel and historic attraction in San Francisco.
-
C.
USNS Gibbs
USNS Gibbs is a United States Navy auxiliary research vessel known for its role in oceanographic and geophysical surveys.
-
D.
USS Morris (DD-417)
USS Morris (DD-417) was a U.S. Navy destroyer that saw extensive and distinguished service in the Pacific Theater during World War II, earning multiple battle stars for its combat actions.
-
E.
USS Wainwright (DD-419)
USS Wainwright (DD-419) was a U.S. Navy destroyer that served prominently during World War II, earning distinction for its convoy escort, anti-submarine, and combat operations in the Atlantic and Mediterranean.
- 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: USS Turner Joy (DD-951) Triple: [Gulf of Tonkin incident, involvesShip, USS Turner Joy (DD-951)]
Generated description
USS Turner Joy (DD-951) was a Forrest Sherman-class destroyer of the United States Navy best known for its controversial role in the events that escalated U.S. involvement in the Vietnam War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USS Turner Joy (DD-951) Target entity description: USS Turner Joy (DD-951) was a Forrest Sherman-class destroyer of the United States Navy best known for its controversial role in the events that escalated U.S. involvement in the Vietnam War.
-
A.
USS Maddox (DD-731)
USS Maddox (DD-731) was a U.S. Navy destroyer best known for its controversial role in the 1964 Gulf of Tonkin incident, which helped escalate American involvement in the Vietnam War.
-
B.
SS Jeremiah O’Brien
SS Jeremiah O’Brien is a preserved World War II Liberty ship now serving as a museum vessel and historic attraction in San Francisco.
-
C.
USNS Gibbs
USNS Gibbs is a United States Navy auxiliary research vessel known for its role in oceanographic and geophysical surveys.
-
D.
USS Morris (DD-417)
USS Morris (DD-417) was a U.S. Navy destroyer that saw extensive and distinguished service in the Pacific Theater during World War II, earning multiple battle stars for its combat actions.
-
E.
USS Wainwright (DD-419)
USS Wainwright (DD-419) was a U.S. Navy destroyer that served prominently during World War II, earning distinction for its convoy escort, anti-submarine, and combat operations in the Atlantic and Mediterranean.
- 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_69a49428d4448190b3b36991ceae87ce |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bb75eec08190b1d6545e96816d34 |
completed | March 1, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aca2dede4c81909ec2eed93a438049 |
completed | March 7, 2026, 10:12 p.m. |
| NEDg | Description generation | batch_69aca3a539848190a17e8bd578bc237a |
completed | March 7, 2026, 10:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aca4158bbc8190bd1f5799715e3e4c |
completed | March 7, 2026, 10:17 p.m. |
Created at: March 1, 2026, 7:43 p.m.