Triple
T3643330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tripoli International Airport |
E77239
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Ben Gashir
Ben Gashir is a district of Tripoli, Libya, situated near the city’s main international airport.
|
E376664
|
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: Ben Gashir | Statement: [Tripoli International Airport, locatedNear, Ben Gashir]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Gashir Context triple: [Tripoli International Airport, locatedNear, Ben Gashir]
-
A.
John Shiban
John Shiban is an American television writer and producer best known for his work on series such as The X-Files, Breaking Bad, and other acclaimed dramas.
-
B.
Ben Daimio
Ben Daimio is a former U.S. Marine turned scarred, resurrected field leader in the Hellboy universe’s B.P.R.D., known for his volatile temperament and hidden monstrous curse.
-
C.
Guy Endore
Guy Endore was an American novelist and screenwriter best known for his horror and historical fiction, including the cult novel "The Werewolf of Paris" and screenplays for several classic genre films.
-
D.
Anthony Katagas
Anthony Katagas is an American film producer known for his work on acclaimed independent and studio films, including collaborations with prominent directors such as James Gray.
-
E.
Jeremy Gara
Jeremy Gara is a Canadian drummer and multi-instrumentalist best known as a longtime member of the indie rock band Arcade Fire.
- 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: Ben Gashir Triple: [Tripoli International Airport, locatedNear, Ben Gashir]
Generated description
Ben Gashir is a district of Tripoli, Libya, situated near the city’s main international airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Gashir Target entity description: Ben Gashir is a district of Tripoli, Libya, situated near the city’s main international airport.
-
A.
John Shiban
John Shiban is an American television writer and producer best known for his work on series such as The X-Files, Breaking Bad, and other acclaimed dramas.
-
B.
Ben Daimio
Ben Daimio is a former U.S. Marine turned scarred, resurrected field leader in the Hellboy universe’s B.P.R.D., known for his volatile temperament and hidden monstrous curse.
-
C.
Guy Endore
Guy Endore was an American novelist and screenwriter best known for his horror and historical fiction, including the cult novel "The Werewolf of Paris" and screenplays for several classic genre films.
-
D.
Anthony Katagas
Anthony Katagas is an American film producer known for his work on acclaimed independent and studio films, including collaborations with prominent directors such as James Gray.
-
E.
Jeremy Gara
Jeremy Gara is a Canadian drummer and multi-instrumentalist best known as a longtime member of the indie rock band Arcade Fire.
- 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_69ad85de1b988190a45f8dbfebc806fc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc35acf2c81908f60168e93b773b1 |
completed | March 8, 2026, 6:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b44f3207688190b8d93e2e833b15a0 |
completed | March 13, 2026, 5:53 p.m. |
| NEDg | Description generation | batch_69b453cdaae0819099c31056b7830d26 |
completed | March 13, 2026, 6:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b482dfdfc08190a20e58707368b573 |
completed | March 13, 2026, 9:34 p.m. |
Created at: March 8, 2026, 3:24 p.m.