Triple
T13522864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gabby: A Story of Courage and Hope |
E322942
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Gabrielle Giffords
Gabrielle Giffords is a former U.S. congresswoman and gun control advocate who survived a 2011 assassination attempt and became a prominent voice for gun violence prevention.
|
E1044782
|
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: Gabrielle Giffords | Statement: [Gabby: A Story of Courage and Hope, coAuthor, Gabrielle Giffords]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gabrielle Giffords Context triple: [Gabby: A Story of Courage and Hope, coAuthor, Gabrielle Giffords]
-
A.
Val Demings
Val Demings is an American politician and former Orlando police chief who served as a Democratic U.S. Representative from Florida and gained national prominence as one of the House impeachment managers in Donald Trump’s first impeachment trial.
-
B.
Sharon Jeffords
Sharon Jeffords is a fictional character from the television sitcom "Brooklyn Nine-Nine," known as the supportive and strong-willed wife of Sergeant Terry Jeffords.
-
C.
Laura Elizabeth Metcalf
Laura Elizabeth Metcalf is the birth name of Laurie Metcalf, an acclaimed American actress known for her work in television, film, and theater.
-
D.
Toni Estes
Toni Estes is an American R&B singer and songwriter known for her work in the late 1990s and early 2000s, including collaborations with prominent artists and contributions to contemporary R&B tracks.
-
E.
Tamara Diane Miller
Tamara Diane Miller is a member of the extended Disney family, descended from the lineage of Walt Disney’s relatives.
- 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: Gabrielle Giffords Triple: [Gabby: A Story of Courage and Hope, coAuthor, Gabrielle Giffords]
Generated description
Gabrielle Giffords is a former U.S. congresswoman and gun control advocate who survived a 2011 assassination attempt and became a prominent voice for gun violence prevention.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gabrielle Giffords Target entity description: Gabrielle Giffords is a former U.S. congresswoman and gun control advocate who survived a 2011 assassination attempt and became a prominent voice for gun violence prevention.
-
A.
Val Demings
Val Demings is an American politician and former Orlando police chief who served as a Democratic U.S. Representative from Florida and gained national prominence as one of the House impeachment managers in Donald Trump’s first impeachment trial.
-
B.
Sharon Jeffords
Sharon Jeffords is a fictional character from the television sitcom "Brooklyn Nine-Nine," known as the supportive and strong-willed wife of Sergeant Terry Jeffords.
-
C.
Laura Elizabeth Metcalf
Laura Elizabeth Metcalf is the birth name of Laurie Metcalf, an acclaimed American actress known for her work in television, film, and theater.
-
D.
Toni Estes
Toni Estes is an American R&B singer and songwriter known for her work in the late 1990s and early 2000s, including collaborations with prominent artists and contributions to contemporary R&B tracks.
-
E.
Tamara Diane Miller
Tamara Diane Miller is a member of the extended Disney family, descended from the lineage of Walt Disney’s relatives.
- 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_69d80766a21881909f21a1b7421d3b8a |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafa535cc81908d0018fef81a2848 |
completed | April 12, 2026, 2:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7549a215c8190a0b18c505d8ca504 |
completed | May 3, 2026, 1:58 p.m. |
| NEDg | Description generation | batch_69f755e7ad2c81908cdd2405c3f28d8b |
completed | May 3, 2026, 2:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f756a24c248190867f2a3aa33bbac8 |
completed | May 3, 2026, 2:07 p.m. |
Created at: April 9, 2026, 9:44 p.m.