Triple
T2781625
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montpellier HSC |
E61708
|
entity |
| Predicate | notableFormerPlayer |
P304
|
FINISHED |
| Object |
Mapou Yanga-Mbiwa
Mapou Yanga-Mbiwa is a French professional footballer and central defender known for his key role in Montpellier’s 2011–12 Ligue 1 title-winning team and subsequent spells at clubs such as Newcastle United and AS Roma.
|
E297642
|
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: Mapou Yanga-Mbiwa | Statement: [Montpellier HSC, notableFormerPlayer, Mapou Yanga-Mbiwa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mapou Yanga-Mbiwa Context triple: [Montpellier HSC, notableFormerPlayer, Mapou Yanga-Mbiwa]
-
A.
Langoué Baï
Langoué Baï is a renowned forest clearing in Gabon celebrated for its rich biodiversity and frequent gatherings of forest elephants and other wildlife.
-
B.
Ndesandjo
Ndesandjo is the surname of Mark Obama Ndesandjo, an American businessman, musician, and author who is the half-brother of former U.S. President Barack Obama.
-
C.
Maroua
Maroua is a prominent city in northern Cameroon known as a regional commercial and cultural center near the Sahel.
-
D.
Tshimanda
Tshimanda is a regional dialect of the Tshivenda language spoken by a specific community of Venda people in South Africa.
-
E.
Kumba
Kumba is a renowned steel roller coaster at Busch Gardens Tampa Bay, famous for its intense inversions and smooth, high-speed layout.
- 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: Mapou Yanga-Mbiwa Triple: [Montpellier HSC, notableFormerPlayer, Mapou Yanga-Mbiwa]
Generated description
Mapou Yanga-Mbiwa is a French professional footballer and central defender known for his key role in Montpellier’s 2011–12 Ligue 1 title-winning team and subsequent spells at clubs such as Newcastle United and AS Roma.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mapou Yanga-Mbiwa Target entity description: Mapou Yanga-Mbiwa is a French professional footballer and central defender known for his key role in Montpellier’s 2011–12 Ligue 1 title-winning team and subsequent spells at clubs such as Newcastle United and AS Roma.
-
A.
Langoué Baï
Langoué Baï is a renowned forest clearing in Gabon celebrated for its rich biodiversity and frequent gatherings of forest elephants and other wildlife.
-
B.
Ndesandjo
Ndesandjo is the surname of Mark Obama Ndesandjo, an American businessman, musician, and author who is the half-brother of former U.S. President Barack Obama.
-
C.
Maroua
Maroua is a prominent city in northern Cameroon known as a regional commercial and cultural center near the Sahel.
-
D.
Tshimanda
Tshimanda is a regional dialect of the Tshivenda language spoken by a specific community of Venda people in South Africa.
-
E.
Kumba
Kumba is a renowned steel roller coaster at Busch Gardens Tampa Bay, famous for its intense inversions and smooth, high-speed layout.
- 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_69ab4b7e43c48190997b8fc8fb1663ab |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd9b88888190ab021afbaf3aa3c0 |
completed | March 7, 2026, 8:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc05f4e7881908bf5b6f7df331041 |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc1d3bec0819087bb787b7f570ddc |
completed | March 10, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc229caf88190a26959c27e6a1a9e |
completed | March 10, 2026, 7:03 a.m. |
Created at: March 6, 2026, 9:57 p.m.