Triple
T16594369
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghardaïa |
E403168
|
entity |
| Predicate | airport |
P1065
|
FINISHED |
| Object |
Noumérat – Moufdi Zakaria Airport
Noumérat – Moufdi Zakaria Airport is a public airport serving the city of Ghardaïa in central Algeria, handling regional and limited domestic flights.
|
E1222593
|
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: Noumérat – Moufdi Zakaria Airport | Statement: [Ghardaïa, airport, Noumérat – Moufdi Zakaria Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Noumérat – Moufdi Zakaria Airport Context triple: [Ghardaïa, airport, Noumérat – Moufdi Zakaria Airport]
-
A.
Zouerate Airport
Zouerate Airport is a small public airport in northern Mauritania that serves the mining town of Zouerate and its surrounding region.
-
B.
Houari Boumediene Airport
Houari Boumediene Airport is the main international airport serving Algiers and one of the busiest aviation hubs in Algeria.
-
C.
Oran Ahmed Ben Bella Airport
Oran Ahmed Ben Bella Airport is the main international airport serving the city of Oran in northwestern Algeria.
-
D.
Hassan I Airport
Hassan I Airport is the main public airport serving the city of Laayoune in Western Sahara, handling both domestic and limited international flights.
-
E.
Tindouf Airport
Tindouf Airport is a public airport in southwestern Algeria that serves the remote town of Tindouf and operates flights primarily through the national carrier Air Algérie.
- 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: Noumérat – Moufdi Zakaria Airport Triple: [Ghardaïa, airport, Noumérat – Moufdi Zakaria Airport]
Generated description
Noumérat – Moufdi Zakaria Airport is a public airport serving the city of Ghardaïa in central Algeria, handling regional and limited domestic flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Noumérat – Moufdi Zakaria Airport Target entity description: Noumérat – Moufdi Zakaria Airport is a public airport serving the city of Ghardaïa in central Algeria, handling regional and limited domestic flights.
-
A.
Zouerate Airport
Zouerate Airport is a small public airport in northern Mauritania that serves the mining town of Zouerate and its surrounding region.
-
B.
Houari Boumediene Airport
Houari Boumediene Airport is the main international airport serving Algiers and one of the busiest aviation hubs in Algeria.
-
C.
Oran Ahmed Ben Bella Airport
Oran Ahmed Ben Bella Airport is the main international airport serving the city of Oran in northwestern Algeria.
-
D.
Hassan I Airport
Hassan I Airport is the main public airport serving the city of Laayoune in Western Sahara, handling both domestic and limited international flights.
-
E.
Tindouf Airport
Tindouf Airport is a public airport in southwestern Algeria that serves the remote town of Tindouf and operates flights primarily through the national carrier Air Algérie.
- 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_69d883880d0c81908b5fcd454e767b60 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35d70ad008190bba0901bf3c7089f |
completed | April 18, 2026, 10:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00759dea5c819083fe9fb7dee37a35 |
completed | May 10, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_6a0076468d588190972639d0a22f0e3e |
completed | May 10, 2026, 12:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007728680c819082a3bd7e84edb2b0 |
completed | May 10, 2026, 12:16 p.m. |
Created at: April 10, 2026, 5:16 a.m.