Triple
T9236348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Institute of Sciences and Arts of Oaxaca |
E221945
|
entity |
| Predicate | formerStudent |
P26417
|
FINISHED |
| Object | Benito Juárez |
E43032
|
NE FINISHED |
How this triple was built (3 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: Benito Juárez | Statement: [Institute of Sciences and Arts of Oaxaca, formerStudent, Benito Juárez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benito Juárez Context triple: [Institute of Sciences and Arts of Oaxaca, formerStudent, Benito Juárez]
-
A.
Benito Juárez
Benito Juárez is a centrally located borough (delegación/alcaldía) of Mexico City known for its middle-class residential neighborhoods, commercial areas, and relatively high quality of life.
-
B.
Benito Juárez
chosen
Benito Juárez was a 19th-century Mexican lawyer and statesman who served multiple terms as president and is renowned for his liberal reforms and defense of national sovereignty.
-
C.
Benito Juárez
Benito Juárez is a coastal municipality in the Mexican state of Quintana Roo that includes the major tourist city of Cancún.
-
D.
Juan Álvarez de Juárez
Juan Álvarez de Juárez was a prominent 19th-century Mexican liberal military leader and politician who briefly served as president of Mexico and played a key role in the Reform movement.
-
E.
Vicente Guerrero
Vicente Guerrero was a key Mexican revolutionary leader and later president who played a crucial role in securing Mexico’s independence from Spain.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerStudent Context triple: [Institute of Sciences and Arts of Oaxaca, formerStudent, Benito Juárez]
-
A.
formerHighSchool
Indicates that one entity previously attended or was enrolled at the other entity as their high school.
-
B.
studentOrAssistant
Indicates that an individual has the role of either a student or an assistant in a given context or relationship.
-
C.
formerCampus
Indicates that an entity was once located on or associated with a particular campus, but is no longer based there.
-
D.
hasFormerPupilRole
chosen
Indicates that an entity previously held the role or position of a pupil or student in relation to another entity.
-
E.
previousSchoolSite
Indicates that one entity is the location or campus where another entity (typically a person or institution) was previously based or attended before moving to a new school site.
- F. None of above.
Provenance (4 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_69ca83ed628c8190bc02d641e57f097f |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccf09d42488190b8ccb9c4b62fdda8 |
completed | April 1, 2026, 10:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23c8f14b081909df4eae9b2d16860 |
completed | April 5, 2026, 10:42 a.m. |
| PD | Predicate disambiguation | batch_69cc7a4765648190aa9445c4a22dc471 |
completed | April 1, 2026, 1:52 a.m. |
Created at: March 30, 2026, 7:29 p.m.