Triple
T7959234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Betsy DeVos |
E184818
|
entity |
| Predicate | positionSucceededBy |
P4527
|
FINISHED |
| Object |
Miguel Cardona
Miguel Cardona is an American educator and administrator who serves as the U.S. Secretary of Education under President Joe Biden.
|
E704042
|
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: Miguel Cardona | Statement: [Betsy DeVos, positionSucceededBy, Miguel Cardona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Miguel Cardona Context triple: [Betsy DeVos, positionSucceededBy, Miguel Cardona]
-
A.
Miguel Cardona
Miguel Cardona is a Paraguayan football executive best known for serving as chairman of Club Olimpia, one of Paraguay’s most successful and historic soccer clubs.
-
B.
Miguel A. Núñez Jr.
Miguel A. Núñez Jr. is an American actor and comedian best known for his roles in films like "Juwanna Mann," "The Return of the Living Dead," and numerous television shows.
-
C.
Xavier Barcons
Xavier Barcons is a Spanish astrophysicist and science administrator who serves as Director General of the European Southern Observatory, overseeing some of the world’s leading ground-based astronomical facilities.
-
D.
SA Martinez
SA Martinez is an American vocalist and DJ best known as a longtime member of the rock band 311.
-
E.
Xavier Becerra
Xavier Becerra is an American politician and attorney who has served as U.S. Secretary of Health and Human Services and previously represented California in the U.S. House of Representatives.
- 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: Miguel Cardona Triple: [Betsy DeVos, positionSucceededBy, Miguel Cardona]
Generated description
Miguel Cardona is an American educator and administrator who serves as the U.S. Secretary of Education under President Joe Biden.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Miguel Cardona Target entity description: Miguel Cardona is an American educator and administrator who serves as the U.S. Secretary of Education under President Joe Biden.
-
A.
Miguel Cardona
Miguel Cardona is a Paraguayan football executive best known for serving as chairman of Club Olimpia, one of Paraguay’s most successful and historic soccer clubs.
-
B.
Miguel A. Núñez Jr.
Miguel A. Núñez Jr. is an American actor and comedian best known for his roles in films like "Juwanna Mann," "The Return of the Living Dead," and numerous television shows.
-
C.
Xavier Barcons
Xavier Barcons is a Spanish astrophysicist and science administrator who serves as Director General of the European Southern Observatory, overseeing some of the world’s leading ground-based astronomical facilities.
-
D.
SA Martinez
SA Martinez is an American vocalist and DJ best known as a longtime member of the rock band 311.
-
E.
Xavier Becerra
Xavier Becerra is an American politician and attorney who has served as U.S. Secretary of Health and Human Services and previously represented California in the U.S. House of Representatives.
- 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_69ca8293a2388190aace944d7ed9c0c0 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b80050c81909b2db95ade495052 |
completed | March 31, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe07d31a881909e891fdd73c4467b |
completed | March 31, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69cbe554dfd881909edf2c20a7035f17 |
completed | March 31, 2026, 3:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc3429f4148190981d30c3cc4c3c9a |
completed | March 31, 2026, 8:52 p.m. |
Created at: March 30, 2026, 5:11 p.m.