Triple
T17040107
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chuck Hagel |
E413421
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Lilibet Ziller Hagel
Lilibet Ziller Hagel is the wife of former U.S. Secretary of Defense and senator Chuck Hagel and a member of his long-time family and political support network.
|
E1245902
|
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: Lilibet Ziller Hagel | Statement: [Chuck Hagel, spouse, Lilibet Ziller Hagel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lilibet Ziller Hagel Context triple: [Chuck Hagel, spouse, Lilibet Ziller Hagel]
-
A.
Hailie Sahar
Hailie Sahar is an American transgender actress and activist best known for her groundbreaking role on the FX series "Pose."
-
B.
Hailie Jade Scott
Hailie Jade Scott is the daughter of American rapper Eminem, frequently referenced in his music and public life.
-
C.
Sophia Grace Macy
Sophia Grace Macy is the daughter of actors William H. Macy and Felicity Huffman, known publicly through her parents' prominence in film and television.
-
D.
Chloe Sophia Trump
Chloe Sophia Trump is a granddaughter of former U.S. President Donald Trump and the younger daughter of his son Donald Trump Jr. and his ex-wife Vanessa Trump.
-
E.
Madyson
Madyson is a modern English given name, typically a feminine variant of the name Madison.
- 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: Lilibet Ziller Hagel Triple: [Chuck Hagel, spouse, Lilibet Ziller Hagel]
Generated description
Lilibet Ziller Hagel is the wife of former U.S. Secretary of Defense and senator Chuck Hagel and a member of his long-time family and political support network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lilibet Ziller Hagel Target entity description: Lilibet Ziller Hagel is the wife of former U.S. Secretary of Defense and senator Chuck Hagel and a member of his long-time family and political support network.
-
A.
Hailie Sahar
Hailie Sahar is an American transgender actress and activist best known for her groundbreaking role on the FX series "Pose."
-
B.
Hailie Jade Scott
Hailie Jade Scott is the daughter of American rapper Eminem, frequently referenced in his music and public life.
-
C.
Sophia Grace Macy
Sophia Grace Macy is the daughter of actors William H. Macy and Felicity Huffman, known publicly through her parents' prominence in film and television.
-
D.
Chloe Sophia Trump
Chloe Sophia Trump is a granddaughter of former U.S. President Donald Trump and the younger daughter of his son Donald Trump Jr. and his ex-wife Vanessa Trump.
-
E.
Madyson
Madyson is a modern English given name, typically a feminine variant of the name Madison.
- 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d8f5844c819097eade4a2b42ab91 |
completed | April 18, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b5ceb048190a7f6cf2361360f90 |
completed | May 10, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_6a011c13076c8190970abfb0e2d3a13c |
completed | May 11, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_6a011c8afb608190b51c7a4c9ccaa0a5 |
completed | May 11, 2026, 12:02 a.m. |
Created at: April 10, 2026, 5:33 a.m.