Triple
T21630418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Siphiwe Tshabalala |
E533813
|
entity |
| Predicate | playedForYouthClub |
P8948
|
FINISHED |
| Object |
Phiri Arsenal
Phiri Arsenal is a South African youth football club known for helping develop future professional players such as Siphiwe Tshabalala.
|
E1493541
|
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: Phiri Arsenal | Statement: [Siphiwe Tshabalala, playedForYouthClub, Phiri Arsenal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phiri Arsenal Context triple: [Siphiwe Tshabalala, playedForYouthClub, Phiri Arsenal]
-
A.
Muntari
Muntari is a Ghanaian surname most notably associated with Sulley Muntari, a professional footballer who played for top European clubs and the Ghana national team.
-
B.
Stade Kamanyola
Stade Kamanyola was the original name of what is now known as Stade des Martyrs, a major multi-purpose stadium in Kinshasa, Democratic Republic of the Congo.
-
C.
Aduana
Aduana is one of the major Akan clans of Ghana, traditionally associated with attributes of leadership, fire, and origin myths involving a dog and fire.
-
D.
Chippa Mpengesi
Chippa Mpengesi is a South African businessman best known as the owner and founder of Premier Soccer League club Chippa United FC.
-
E.
Fulbe
Fulbe are a large West African ethnic group, also known as the Fula or Peul, traditionally noted for their pastoralist lifestyle and widespread presence across the Sahel region.
- 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: Phiri Arsenal Triple: [Siphiwe Tshabalala, playedForYouthClub, Phiri Arsenal]
Generated description
Phiri Arsenal is a South African youth football club known for helping develop future professional players such as Siphiwe Tshabalala.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phiri Arsenal Target entity description: Phiri Arsenal is a South African youth football club known for helping develop future professional players such as Siphiwe Tshabalala.
-
A.
Muntari
Muntari is a Ghanaian surname most notably associated with Sulley Muntari, a professional footballer who played for top European clubs and the Ghana national team.
-
B.
Stade Kamanyola
Stade Kamanyola was the original name of what is now known as Stade des Martyrs, a major multi-purpose stadium in Kinshasa, Democratic Republic of the Congo.
-
C.
Aduana
Aduana is one of the major Akan clans of Ghana, traditionally associated with attributes of leadership, fire, and origin myths involving a dog and fire.
-
D.
Chippa Mpengesi
Chippa Mpengesi is a South African businessman best known as the owner and founder of Premier Soccer League club Chippa United FC.
-
E.
Fulbe
Fulbe are a large West African ethnic group, also known as the Fula or Peul, traditionally noted for their pastoralist lifestyle and widespread presence across the Sahel region.
- 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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef521679fc81909c94d42439fda4ba |
completed | April 27, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a0f97ba188190b00ddfbbeee22499 |
completed | May 17, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_6a0a1020e67c8190a6faf7e8e458d48e |
completed | May 17, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a10ac13288190a1fbf21fa67a4ed2 |
completed | May 17, 2026, 7:02 p.m. |
Created at: April 16, 2026, 6:34 p.m.