Triple
T4273806
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biên Hòa |
E96997
|
entity |
| Predicate | historicalFacility |
P35508
|
FINISHED |
| Object |
Biên Hòa Air Base
Biên Hòa Air Base is a major former military airfield in southern Vietnam that served as a key operational hub for U.S. and South Vietnamese forces during the Vietnam War.
|
E426544
|
NE FINISHED |
How this triple was built (5 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: Biên Hòa Air Base | Statement: [Biên Hòa, historicalFacility, Biên Hòa Air Base]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biên Hòa Air Base Context triple: [Biên Hòa, historicalFacility, Biên Hòa Air Base]
-
A.
Nakhon Ratchasima air base
Nakhon Ratchasima air base is a major Royal Thai Air Force installation located near the city of Nakhon Ratchasima in northeastern Thailand.
-
B.
Cam Ranh International Airport
Cam Ranh International Airport is a major international airport in Vietnam serving the coastal resort city of Nha Trang and the surrounding Khanh Hoa Province.
-
C.
Gando Air Base
Gando Air Base is a key Spanish Air Force installation located on Gran Canaria in the Canary Islands, serving both military operations and nearby civil aviation.
-
D.
Rivolto Air Base
Rivolto Air Base is an Italian Air Force installation in northeastern Italy best known as the home of the Frecce Tricolori national aerobatic team.
-
E.
Naha Air Base
Naha Air Base is a major Japan Air Self-Defense Force installation in Okinawa that serves as a key hub for air defense and regional security operations.
- 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: Biên Hòa Air Base Triple: [Biên Hòa, historicalFacility, Biên Hòa Air Base]
Generated description
Biên Hòa Air Base is a major former military airfield in southern Vietnam that served as a key operational hub for U.S. and South Vietnamese forces during the Vietnam War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biên Hòa Air Base Target entity description: Biên Hòa Air Base is a major former military airfield in southern Vietnam that served as a key operational hub for U.S. and South Vietnamese forces during the Vietnam War.
-
A.
Nakhon Ratchasima air base
Nakhon Ratchasima air base is a major Royal Thai Air Force installation located near the city of Nakhon Ratchasima in northeastern Thailand.
-
B.
Cam Ranh International Airport
Cam Ranh International Airport is a major international airport in Vietnam serving the coastal resort city of Nha Trang and the surrounding Khanh Hoa Province.
-
C.
Gando Air Base
Gando Air Base is a key Spanish Air Force installation located on Gran Canaria in the Canary Islands, serving both military operations and nearby civil aviation.
-
D.
Rivolto Air Base
Rivolto Air Base is an Italian Air Force installation in northeastern Italy best known as the home of the Frecce Tricolori national aerobatic team.
-
E.
Naha Air Base
Naha Air Base is a major Japan Air Self-Defense Force installation in Okinawa that serves as a key hub for air defense and regional security operations.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: historicalFacility Context triple: [Biên Hòa, historicalFacility, Biên Hòa Air Base]
-
A.
legacyFacilityOf
Indicates that one facility is an older, predecessor, or superseded version of another facility within the same organizational or operational context.
-
B.
historicallyHoused
chosen
Indicates that one entity served as a location or container for another entity at some time in the past.
-
C.
historicalStructure
Indicates that the subject is a structure recognized for its historical significance or heritage value.
-
D.
historicLocationType
Indicates the specific kind or category of a place based on its historical significance or role.
-
E.
isHistoricPlace
Indicates that a place holds recognized historical significance, often due to its age, events, or cultural importance.
- F. None of above.
Provenance (6 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501abb74819086b2f04ac7a5c114 |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7ace6c881908e1fbde95a2a3c04 |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5b95083088190b0c993fa2fbc954c |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b9b8afcc8190822cfd560d064590 |
completed | March 14, 2026, 7:40 p.m. |
| PD | Predicate disambiguation | batch_69b347faa45481908c19c29fb906dc92 |
completed | March 12, 2026, 11:10 p.m. |
Created at: March 12, 2026, 11:07 p.m.