Triple
T2177444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MetroStars |
E48562
|
entity |
| Predicate | manager |
P2962
|
FINISHED |
| Object |
Octavio Zambrano
Octavio Zambrano is an Ecuadorian football manager known for his attacking style and for coaching several Major League Soccer clubs and national teams.
|
E254575
|
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: Octavio Zambrano | Statement: [MetroStars, manager, Octavio Zambrano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Octavio Zambrano Context triple: [MetroStars, manager, Octavio Zambrano]
-
A.
José Antonio Ocampo
José Antonio Ocampo is a Colombian economist and former UN official known for his influential work on development economics, inequality, and international financial reform.
-
B.
Enrique Tierno Galván
Enrique Tierno Galván was a Spanish socialist politician, jurist, and intellectual best known for serving as the popular mayor of Madrid during Spain’s transition to democracy.
-
C.
Melchor Ocampo
Melchor Ocampo was a prominent 19th-century Mexican liberal politician, jurist, and ideologue who played a key role in shaping the anticlerical and constitutional reforms of La Reforma.
-
D.
Miguel Malvar
Miguel Malvar was a Filipino general and revolutionary leader who became one of the last prominent commanders to continue armed resistance against American colonial forces in the Philippines.
-
E.
Carlos Lage Dávila
Carlos Lage Dávila is a Cuban politician and former vice president who was once considered a key architect of Cuba’s economic policies and a potential successor to Fidel Castro.
- 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: Octavio Zambrano Triple: [MetroStars, manager, Octavio Zambrano]
Generated description
Octavio Zambrano is an Ecuadorian football manager known for his attacking style and for coaching several Major League Soccer clubs and national teams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Octavio Zambrano Target entity description: Octavio Zambrano is an Ecuadorian football manager known for his attacking style and for coaching several Major League Soccer clubs and national teams.
-
A.
José Antonio Ocampo
José Antonio Ocampo is a Colombian economist and former UN official known for his influential work on development economics, inequality, and international financial reform.
-
B.
Enrique Tierno Galván
Enrique Tierno Galván was a Spanish socialist politician, jurist, and intellectual best known for serving as the popular mayor of Madrid during Spain’s transition to democracy.
-
C.
Melchor Ocampo
Melchor Ocampo was a prominent 19th-century Mexican liberal politician, jurist, and ideologue who played a key role in shaping the anticlerical and constitutional reforms of La Reforma.
-
D.
Miguel Malvar
Miguel Malvar was a Filipino general and revolutionary leader who became one of the last prominent commanders to continue armed resistance against American colonial forces in the Philippines.
-
E.
Carlos Lage Dávila
Carlos Lage Dávila is a Cuban politician and former vice president who was once considered a key architect of Cuba’s economic policies and a potential successor to Fidel Castro.
- 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_69a88aa3faa48190995b233af6525815 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbeecdbc881909982a58568f0b1ed |
completed | March 7, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae893ec6248190900ff61f5f3778ce |
completed | March 9, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69ae89bd5c388190ad13a9682a08bba8 |
completed | March 9, 2026, 8:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8a1ca8848190b265cf0a8c5b909f |
completed | March 9, 2026, 8:51 a.m. |
Created at: March 4, 2026, 7:45 p.m.