Triple
T13160864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Djibouti–Ambouli International Airport |
E312721
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Djibouti Ports and Free Zones Authority
Djibouti Ports and Free Zones Authority is the government agency responsible for managing and developing Djibouti’s key maritime ports and associated free trade and logistics zones.
|
E1024448
|
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: Djibouti Ports and Free Zones Authority | Statement: [Djibouti–Ambouli International Airport, operator, Djibouti Ports and Free Zones Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Djibouti Ports and Free Zones Authority Context triple: [Djibouti–Ambouli International Airport, operator, Djibouti Ports and Free Zones Authority]
-
A.
Government of Djibouti
The Government of Djibouti is the central political authority of the Republic of Djibouti, responsible for national administration, policymaking, and governance of the country.
-
B.
Banque Centrale de Djibouti
Banque Centrale de Djibouti is the central bank of Djibouti, responsible for the country’s monetary policy, financial regulation, and currency management.
-
C.
Somaliland Port Authority
Somaliland Port Authority is the governmental body responsible for managing and regulating Somaliland’s seaports, including the strategic Port of Berbera on the Gulf of Aden.
-
D.
Djibouti Telecom
Djibouti Telecom is the national telecommunications operator of Djibouti, providing fixed, mobile, and internet services across the country.
-
E.
Red Sea Ports Authority
The Red Sea Ports Authority is an Egyptian governmental body responsible for managing and operating key maritime ports along the Red Sea coast.
- 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: Djibouti Ports and Free Zones Authority Triple: [Djibouti–Ambouli International Airport, operator, Djibouti Ports and Free Zones Authority]
Generated description
Djibouti Ports and Free Zones Authority is the government agency responsible for managing and developing Djibouti’s key maritime ports and associated free trade and logistics zones.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Djibouti Ports and Free Zones Authority Target entity description: Djibouti Ports and Free Zones Authority is the government agency responsible for managing and developing Djibouti’s key maritime ports and associated free trade and logistics zones.
-
A.
Government of Djibouti
The Government of Djibouti is the central political authority of the Republic of Djibouti, responsible for national administration, policymaking, and governance of the country.
-
B.
Banque Centrale de Djibouti
Banque Centrale de Djibouti is the central bank of Djibouti, responsible for the country’s monetary policy, financial regulation, and currency management.
-
C.
Somaliland Port Authority
Somaliland Port Authority is the governmental body responsible for managing and regulating Somaliland’s seaports, including the strategic Port of Berbera on the Gulf of Aden.
-
D.
Djibouti Telecom
Djibouti Telecom is the national telecommunications operator of Djibouti, providing fixed, mobile, and internet services across the country.
-
E.
Red Sea Ports Authority
The Red Sea Ports Authority is an Egyptian governmental body responsible for managing and operating key maritime ports along the Red Sea coast.
- 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_69d806ac3ee081909b2fd27d060aa974 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c0971008190869e9de710f4c579 |
completed | April 10, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eaf2ae688190b3484989791977ce |
completed | May 3, 2026, 6:28 a.m. |
| NEDg | Description generation | batch_69f6ebec15188190a8a07af6eb447edf |
completed | May 3, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ec7fe56481909e1ed69df593fa34 |
completed | May 3, 2026, 6:34 a.m. |
Created at: April 9, 2026, 9:12 p.m.