Triple
T10953170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abdelaziz Bouteflika |
E258773
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Liamine Zéroual
Liamine Zéroual is a former Algerian general and politician who served as President of Algeria during the 1990s civil conflict.
|
E897767
|
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: Liamine Zéroual | Statement: [Abdelaziz Bouteflika, precededBy, Liamine Zéroual]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liamine Zéroual Context triple: [Abdelaziz Bouteflika, precededBy, Liamine Zéroual]
-
A.
Mohamed Ghannouchi
Mohamed Ghannouchi is a Tunisian politician and technocrat who served as Prime Minister and briefly as interim president during the 2011 Tunisian Revolution.
-
B.
Farhat Hached
Farhat Hached was a prominent Tunisian trade unionist and nationalist leader whose activism against French colonial rule made him a key figure in Tunisia’s independence movement.
-
C.
Abdallah Menou
Abdallah Menou was a French general of the Revolutionary and Napoleonic eras who converted to Islam during the French campaign in Egypt and served as a key military and administrative figure there.
-
D.
Ahmed Boumendjel
Ahmed Boumendjel was an Algerian nationalist leader, lawyer, and politician who played a key role in the political negotiations that led to Algeria’s independence from France.
-
E.
Abdelhakim Belhadj
Abdelhakim Belhadj is a Libyan Islamist military commander and former rebel leader who played a prominent role in the 2011 uprising against Muammar Gaddafi.
- 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: Liamine Zéroual Triple: [Abdelaziz Bouteflika, precededBy, Liamine Zéroual]
Generated description
Liamine Zéroual is a former Algerian general and politician who served as President of Algeria during the 1990s civil conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liamine Zéroual Target entity description: Liamine Zéroual is a former Algerian general and politician who served as President of Algeria during the 1990s civil conflict.
-
A.
Mohamed Ghannouchi
Mohamed Ghannouchi is a Tunisian politician and technocrat who served as Prime Minister and briefly as interim president during the 2011 Tunisian Revolution.
-
B.
Farhat Hached
Farhat Hached was a prominent Tunisian trade unionist and nationalist leader whose activism against French colonial rule made him a key figure in Tunisia’s independence movement.
-
C.
Abdallah Menou
Abdallah Menou was a French general of the Revolutionary and Napoleonic eras who converted to Islam during the French campaign in Egypt and served as a key military and administrative figure there.
-
D.
Ahmed Boumendjel
Ahmed Boumendjel was an Algerian nationalist leader, lawyer, and politician who played a key role in the political negotiations that led to Algeria’s independence from France.
-
E.
Abdelhakim Belhadj
Abdelhakim Belhadj is a Libyan Islamist military commander and former rebel leader who played a prominent role in the 2011 uprising against Muammar Gaddafi.
- 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_69d6aa88500c819097d7032ca578e74f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770fe4cfc81909032296c31e077f0 |
completed | April 9, 2026, 9:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3447d8cc88190a3e28f204a93a7d3 |
completed | April 18, 2026, 8:44 a.m. |
| NEDg | Description generation | batch_69e3556ad7ec819095b3babc67ecdfd4 |
completed | April 18, 2026, 9:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e358f860f08190bfd10519ff3806aa |
completed | April 18, 2026, 10:12 a.m. |
Created at: April 8, 2026, 9:23 p.m.