Triple
T17262836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sadiki College |
E419047
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Hamma Hammami
Hamma Hammami is a Tunisian leftist politician, human rights activist, and spokesperson of the Workers' Party known for his opposition to authoritarian rule.
|
E1258446
|
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: Hamma Hammami | Statement: [Sadiki College, hasAlumnus, Hamma Hammami]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamma Hammami Context triple: [Sadiki College, hasAlumnus, Hamma Hammami]
-
A.
Shahi Hammam
Shahi Hammam is a 17th-century Mughal-era public bathhouse in Lahore renowned for its intricate frescoes, domed chambers, and sophisticated heating and water systems.
-
B.
Hammam
Hammam is a traditional Islamic bathhouse complex used for bathing, relaxation, and social gatherings, often featuring heated rooms and elaborate water systems.
-
C.
Hammamat El-Qobba
Hammamat El-Qobba is a metro station in Cairo, Egypt, located in the northeastern part of the city and integrated into its primary urban rail network.
-
D.
Hammam Lif
Hammam Lif is a coastal town in northeastern Tunisia known for its beaches, thermal baths, and proximity to the capital, Tunis.
-
E.
Wudil
Wudil is a notable urban center in northern Nigeria recognized for its role in regional commerce and education within Kano State.
- 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: Hamma Hammami Triple: [Sadiki College, hasAlumnus, Hamma Hammami]
Generated description
Hamma Hammami is a Tunisian leftist politician, human rights activist, and spokesperson of the Workers' Party known for his opposition to authoritarian rule.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamma Hammami Target entity description: Hamma Hammami is a Tunisian leftist politician, human rights activist, and spokesperson of the Workers' Party known for his opposition to authoritarian rule.
-
A.
Shahi Hammam
Shahi Hammam is a 17th-century Mughal-era public bathhouse in Lahore renowned for its intricate frescoes, domed chambers, and sophisticated heating and water systems.
-
B.
Hammam
Hammam is a traditional Islamic bathhouse complex used for bathing, relaxation, and social gatherings, often featuring heated rooms and elaborate water systems.
-
C.
Hammamat El-Qobba
Hammamat El-Qobba is a metro station in Cairo, Egypt, located in the northeastern part of the city and integrated into its primary urban rail network.
-
D.
Hammam Lif
Hammam Lif is a coastal town in northeastern Tunisia known for its beaches, thermal baths, and proximity to the capital, Tunis.
-
E.
Wudil
Wudil is a notable urban center in northern Nigeria recognized for its role in regional commerce and education within Kano State.
- 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42f4379848190add32ba8e5f93527 |
completed | April 19, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0171041f2c81909bf52025d68912fc |
completed | May 11, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a0171c1b5fc81908455cda0df277ea9 |
completed | May 11, 2026, 6:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01724c4e34819099168d7303a31498 |
completed | May 11, 2026, 6:08 a.m. |
Created at: April 10, 2026, 5:40 a.m.