Triple
T1406043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Constantine |
E31693
|
entity |
| Predicate | university |
P787
|
FINISHED |
| Object |
University of Constantine
The University of Constantine is a major public higher education and research institution located in the city of Constantine, Algeria.
|
E161124
|
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: University of Constantine | Statement: [Constantine, university, University of Constantine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Constantine Context triple: [Constantine, university, University of Constantine]
-
A.
University of Algiers
The University of Algiers is a major public research university in Algeria’s capital, known as one of the oldest and most prominent higher education institutions in North Africa.
-
B.
University of Oran 1 Ahmed Ben Bella
The University of Oran 1 Ahmed Ben Bella is a major public higher education and research institution located in the coastal city of Oran, Algeria.
-
C.
University of Tunis
The University of Tunis is a major public higher education and research institution located in Tunisia’s capital city, offering a wide range of academic programs across multiple disciplines.
-
D.
Mohammed V University
Mohammed V University is a major public university in Rabat, Morocco, known for its wide range of academic programs and role as a leading center of higher education and research in the country.
-
E.
Hassan II University of Casablanca
Hassan II University of Casablanca is a major public higher education and research institution in Morocco, offering a wide range of academic programs across multiple disciplines.
- 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: University of Constantine Triple: [Constantine, university, University of Constantine]
Generated description
The University of Constantine is a major public higher education and research institution located in the city of Constantine, Algeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Constantine Target entity description: The University of Constantine is a major public higher education and research institution located in the city of Constantine, Algeria.
-
A.
University of Algiers
The University of Algiers is a major public research university in Algeria’s capital, known as one of the oldest and most prominent higher education institutions in North Africa.
-
B.
University of Oran 1 Ahmed Ben Bella
The University of Oran 1 Ahmed Ben Bella is a major public higher education and research institution located in the coastal city of Oran, Algeria.
-
C.
University of Tunis
The University of Tunis is a major public higher education and research institution located in Tunisia’s capital city, offering a wide range of academic programs across multiple disciplines.
-
D.
Mohammed V University
Mohammed V University is a major public university in Rabat, Morocco, known for its wide range of academic programs and role as a leading center of higher education and research in the country.
-
E.
Hassan II University of Casablanca
Hassan II University of Casablanca is a major public higher education and research institution in Morocco, offering a wide range of academic programs across multiple disciplines.
- 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3bc55a08190a4dfe13a5378aff3 |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace5770ea08190ac91b47a4ed5bf35 |
completed | March 8, 2026, 2:56 a.m. |
| NEDg | Description generation | batch_69ace62a94e88190883d25cdb748e8c1 |
completed | March 8, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace68ab3788190bc3b55dd9a0fe267 |
completed | March 8, 2026, 3:01 a.m. |
Created at: March 1, 2026, 7:59 p.m.