Triple
T17969890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laughlin/Bullhead International Airport |
E449306
|
entity |
| Predicate | IATAcode |
P418
|
FINISHED |
| Object |
IFP
IFP is the three-letter IATA airport code for Laughlin/Bullhead International Airport, serving the Laughlin, Nevada and Bullhead City, Arizona area.
|
E1298617
|
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: IFP | Statement: [Laughlin/Bullhead International Airport, IATAcode, IFP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IFP Context triple: [Laughlin/Bullhead International Airport, IATAcode, IFP]
-
A.
IFP
IFP is a South African political party founded by Mangosuthu Buthelezi, historically influential in KwaZulu-Natal and known for its Zulu nationalist roots.
-
B.
IFP
IFP is a French public-sector research and training organization specializing in energy, transport, and environmental technologies, historically focused on the oil and gas industry.
-
C.
IFN
IFN is the IATA airport code for Isfahan International Airport, a major airport serving the city of Isfahan in central Iran.
-
D.
AIFP
AIFP is a U.S. government initiative created during the 2008–2009 financial crisis to provide emergency financial support to struggling automotive manufacturers and related companies.
-
E.
IF
IF is the former IATA airline designator code assigned to Interflug, the former national airline of East Germany.
- 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: IFP Triple: [Laughlin/Bullhead International Airport, IATAcode, IFP]
Generated description
IFP is the three-letter IATA airport code for Laughlin/Bullhead International Airport, serving the Laughlin, Nevada and Bullhead City, Arizona area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IFP Target entity description: IFP is the three-letter IATA airport code for Laughlin/Bullhead International Airport, serving the Laughlin, Nevada and Bullhead City, Arizona area.
-
A.
IFP
IFP is a South African political party founded by Mangosuthu Buthelezi, historically influential in KwaZulu-Natal and known for its Zulu nationalist roots.
-
B.
IFP
IFP is a French public-sector research and training organization specializing in energy, transport, and environmental technologies, historically focused on the oil and gas industry.
-
C.
IFN
IFN is the IATA airport code for Isfahan International Airport, a major airport serving the city of Isfahan in central Iran.
-
D.
AIFP
AIFP is a U.S. government initiative created during the 2008–2009 financial crisis to provide emergency financial support to struggling automotive manufacturers and related companies.
-
E.
IF
IF is the former IATA airline designator code assigned to Interflug, the former national airline of East Germany.
- 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_69d8b9f9927c8190a006110c8b996e61 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4b13b1b088190b7d71006b31e5cc3 |
completed | April 19, 2026, 10:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a033014063c8190be570c12f169f11d |
completed | May 12, 2026, 1:50 p.m. |
| NEDg | Description generation | batch_6a03313620f081909926dea3fc0dd30f |
completed | May 12, 2026, 1:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03322540f48190a2957dba3d902003 |
completed | May 12, 2026, 1:59 p.m. |
Created at: April 10, 2026, 10:22 a.m.