Triple
T6264971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary of Education of Puerto Rico |
E140390
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Julia Keleher
Julia Keleher is an American education administrator and consultant best known for her controversial tenure leading Puerto Rico’s public education system and subsequent federal corruption charges related to her time in office.
|
E582495
|
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: Julia Keleher | Statement: [Secretary of Education of Puerto Rico, officeHoldersInclude, Julia Keleher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julia Keleher Context triple: [Secretary of Education of Puerto Rico, officeHoldersInclude, Julia Keleher]
-
A.
Amanda Askell
Amanda Askell is an AI researcher and ethicist known for her work on AI alignment and safety, including contributions at OpenAI.
-
B.
Rebecca Jarvis
Rebecca Jarvis is an American journalist and television correspondent best known for her business and financial reporting, including her work with ABC News and as host of the podcast "The Dropout."
-
C.
Danielle Feinberg
Danielle Feinberg is an American cinematographer and visual effects artist best known for her lighting and camera work on numerous Pixar animated films.
-
D.
Dr. Allison Mann
Dr. Allison Mann is a brilliant geneticist in the comic series "Y: The Last Man," central to uncovering the cause of the global male extinction and the mystery behind Yorick Brown's survival.
-
E.
Julia Sauer
Julia Sauer was an American librarian and author best known for her atmospheric children's fantasy and historical novels, including the Newbery Honor book "Fog Magic."
- 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: Julia Keleher Triple: [Secretary of Education of Puerto Rico, officeHoldersInclude, Julia Keleher]
Generated description
Julia Keleher is an American education administrator and consultant best known for her controversial tenure leading Puerto Rico’s public education system and subsequent federal corruption charges related to her time in office.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julia Keleher Target entity description: Julia Keleher is an American education administrator and consultant best known for her controversial tenure leading Puerto Rico’s public education system and subsequent federal corruption charges related to her time in office.
-
A.
Amanda Askell
Amanda Askell is an AI researcher and ethicist known for her work on AI alignment and safety, including contributions at OpenAI.
-
B.
Rebecca Jarvis
Rebecca Jarvis is an American journalist and television correspondent best known for her business and financial reporting, including her work with ABC News and as host of the podcast "The Dropout."
-
C.
Danielle Feinberg
Danielle Feinberg is an American cinematographer and visual effects artist best known for her lighting and camera work on numerous Pixar animated films.
-
D.
Dr. Allison Mann
Dr. Allison Mann is a brilliant geneticist in the comic series "Y: The Last Man," central to uncovering the cause of the global male extinction and the mystery behind Yorick Brown's survival.
-
E.
Julia Sauer
Julia Sauer was an American librarian and author best known for her atmospheric children's fantasy and historical novels, including the Newbery Honor book "Fog Magic."
- 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_69c008cabc4081909723e2547c9d6cc0 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0639e64588190875e4e1e772fb336 |
completed | March 22, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c51932e704819083e1ed17a86f6b5e |
completed | March 26, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69c52ced35ec8190ab35f5ceb50d9305 |
completed | March 26, 2026, 12:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c5847a09c48190887f1d0071e9c591 |
completed | March 26, 2026, 7:09 p.m. |
Created at: March 22, 2026, 4:25 p.m.