Triple
T4831492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tunisian General Labour Union |
E107955
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
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.
|
E476777
|
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: Farhat Hached | Statement: [Tunisian General Labour Union, founder, Farhat Hached]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farhat Hached Context triple: [Tunisian General Labour Union, founder, Farhat Hached]
-
A.
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.
-
B.
Hamadi Jebali
Hamadi Jebali is a Tunisian politician and former prime minister who played a key role in the country’s post-Arab Spring transitional government.
-
C.
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.
-
D.
Ahmed Hachani
Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
-
E.
Omar Ben Hassen
Omar Ben Hassen is an American poet and spoken-word artist best known as a key member of the politically charged, pioneering hip-hop precursor group The Last Poets.
- 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: Farhat Hached Triple: [Tunisian General Labour Union, founder, Farhat Hached]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Farhat Hached Target entity description: 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.
-
A.
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.
-
B.
Hamadi Jebali
Hamadi Jebali is a Tunisian politician and former prime minister who played a key role in the country’s post-Arab Spring transitional government.
-
C.
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.
-
D.
Ahmed Hachani
Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
-
E.
Omar Ben Hassen
Omar Ben Hassen is an American poet and spoken-word artist best known as a key member of the politically charged, pioneering hip-hop precursor group The Last Poets.
- 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_69bd43fac8188190803f0327190621e4 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6cc924e08190b03a7541c629aff9 |
completed | March 20, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be67d1d3508190a63a1daccce57da7 |
completed | March 21, 2026, 9:41 a.m. |
| NEDg | Description generation | batch_69be6a4a55b481908f9e263c79dec08b |
completed | March 21, 2026, 9:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be6aaeac5c8190a3d6360109b6501b |
completed | March 21, 2026, 9:53 a.m. |
Created at: March 20, 2026, 1:24 p.m.