Triple
T14511232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al Daayen Municipality |
E340398
|
entity |
| Predicate | hasEducationalArea |
P26530
|
FINISHED |
| Object | Lusail University area |
E344289
|
NE FINISHED |
How this triple was built (3 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: Lusail University area | Statement: [Al Daayen Municipality, hasEducationalArea, Lusail University area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lusail University area Context triple: [Al Daayen Municipality, hasEducationalArea, Lusail University area]
-
A.
Lusail City
chosen
Lusail City is a modern planned coastal city in Qatar known for its futuristic architecture, large-scale developments, and role as a major venue during the 2022 FIFA World Cup.
-
B.
Jaber Al Ahmad City
Jaber Al Ahmad City is a planned residential area in Kuwait named after the late Emir Sheikh Jaber Al-Ahmad Al-Sabah, designed to accommodate population growth and modern urban development.
-
C.
Doha Sports City
Doha Sports City is a major sports complex in Doha, Qatar, featuring world-class stadiums, training facilities, and venues that host international sporting events.
-
D.
Qatar Foundation Education City campus
Qatar Foundation Education City campus is a large educational and research hub on the outskirts of Doha that hosts branch campuses of leading international universities and various cultural and innovation centers.
-
E.
Sheikh Zayed City
Sheikh Zayed City is a planned suburban city in Egypt known for its residential communities, green spaces, and location on the western outskirts of Cairo.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasEducationalArea Context triple: [Al Daayen Municipality, hasEducationalArea, Lusail University area]
-
A.
hasCurriculumArea
Indicates that an educational program, course, or learning activity is associated with a specific curriculum area or subject domain.
-
B.
hasEducationalServiceArea
chosen
Indicates that an entity (such as an educational institution or authority) is responsible for providing educational services within a specified geographic area.
-
C.
hasEducationalProfile
Indicates that an entity is associated with a specific educational profile, detailing its education-related characteristics, qualifications, or academic background.
-
D.
hasEducationalDimension
Indicates that something includes, involves, or contributes to an educational aspect, purpose, or impact within the relationship or context described.
-
E.
fieldOfEducationCode
Indicates the specific area or discipline of study associated with an entity, represented by a standardized education field code.
- F. None of above.
Provenance (4 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_69d822d9c0408190b9a2b3643e58bb4d |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69de9a6c6054819086b4c0ce1d83fdc5 |
completed | April 14, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94aa39c08190a265f7e23a2c1f0e |
completed | May 8, 2026, 7:45 a.m. |
| PD | Predicate disambiguation | batch_69de5c4ccba08190a988bfda0bc9f5cb |
completed | April 14, 2026, 3:25 p.m. |
Created at: April 10, 2026, 1:21 a.m.