Triple
T21238445
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shirak Airport |
E523407
|
entity |
| Predicate | IATAcode |
P418
|
FINISHED |
| Object |
LWN
LWN is the three-letter IATA airport code assigned to Shirak Airport in Gyumri, Armenia.
|
E1473148
|
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: LWN | Statement: [Shirak Airport, IATAcode, LWN]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LWN Context triple: [Shirak Airport, IATAcode, LWN]
-
A.
Linux Kernel Mailing List (LKML)
The Linux Kernel Mailing List (LKML) is the primary public forum where Linux kernel developers worldwide discuss design, development, patches, and coordination of the kernel project.
-
B.
kernel.org
kernel.org is the official website and central distribution hub for the Linux kernel source code and related resources maintained by the Linux kernel community.
-
C.
Openwall Project
Openwall Project is an open-source security software initiative best known for developing the password-cracking tool John the Ripper and maintaining hardened Linux distributions and security tools.
-
D.
Slash Dot Dash
"Slash Dot Dash" is a 2004 electro-funk single by British DJ and producer Fatboy Slim, known for its frenetic beats and playful, vocoder-driven vocals.
-
E.
LinuxCon
LinuxCon is a major technical conference focused on the Linux kernel and open-source technologies, bringing together developers, maintainers, and industry professionals for talks, collaboration, and community building.
- 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: LWN Triple: [Shirak Airport, IATAcode, LWN]
Generated description
LWN is the three-letter IATA airport code assigned to Shirak Airport in Gyumri, Armenia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LWN Target entity description: LWN is the three-letter IATA airport code assigned to Shirak Airport in Gyumri, Armenia.
-
A.
Linux Kernel Mailing List (LKML)
The Linux Kernel Mailing List (LKML) is the primary public forum where Linux kernel developers worldwide discuss design, development, patches, and coordination of the kernel project.
-
B.
kernel.org
kernel.org is the official website and central distribution hub for the Linux kernel source code and related resources maintained by the Linux kernel community.
-
C.
Openwall Project
Openwall Project is an open-source security software initiative best known for developing the password-cracking tool John the Ripper and maintaining hardened Linux distributions and security tools.
-
D.
Slash Dot Dash
"Slash Dot Dash" is a 2004 electro-funk single by British DJ and producer Fatboy Slim, known for its frenetic beats and playful, vocoder-driven vocals.
-
E.
LinuxCon
LinuxCon is a major technical conference focused on the Linux kernel and open-source technologies, bringing together developers, maintainers, and industry professionals for talks, collaboration, and community building.
- 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_69e0b513b89c81908b27147e91368db2 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e73521eb7c8190b1b97b42d0d052c3 |
completed | April 21, 2026, 8:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0986f235b08190bd0a7ded7e1c9cbc |
completed | May 17, 2026, 9:14 a.m. |
| NEDg | Description generation | batch_6a09877c03508190ae15fc181e3cc05e |
completed | May 17, 2026, 9:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09884d294c8190911935ae7b162b1f |
completed | May 17, 2026, 9:20 a.m. |
Created at: April 16, 2026, 3:46 p.m.