Triple
T7703166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Levi Sanders |
E174548
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object |
Heather Titus
Heather Titus is the wife of Levi Sanders, the son of U.S. Senator Bernie Sanders.
|
E751511
|
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: Heather Titus | Statement: [Levi Sanders, relative, Heather Titus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heather Titus Context triple: [Levi Sanders, relative, Heather Titus]
-
A.
Heather DeLoach
Heather DeLoach is an American actress best known for playing the iconic "bee girl" in Blind Melon's "No Rain" music video.
-
B.
Heather Persons
Heather Persons is a film editor best known for her work on the independent comedy-drama "Sunshine Cleaning."
-
C.
Heather Burns
Heather Burns is an American actress best known for her comedic supporting roles in films such as "Miss Congeniality" and "You've Got Mail."
-
D.
Courtney Thorne-Smith
Courtney Thorne-Smith is an American actress best known for her television roles in series such as Melrose Place, Ally McBeal, and According to Jim.
-
E.
Heather Thomas
Heather Thomas is an American actress, author, and former television personality best known for her role as Jody Banks on the 1980s TV series "The Fall Guy."
- 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: Heather Titus Triple: [Levi Sanders, relative, Heather Titus]
Generated description
Heather Titus is the wife of Levi Sanders, the son of U.S. Senator Bernie Sanders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heather Titus Target entity description: Heather Titus is the wife of Levi Sanders, the son of U.S. Senator Bernie Sanders.
-
A.
Heather DeLoach
Heather DeLoach is an American actress best known for playing the iconic "bee girl" in Blind Melon's "No Rain" music video.
-
B.
Heather Persons
Heather Persons is a film editor best known for her work on the independent comedy-drama "Sunshine Cleaning."
-
C.
Heather Burns
Heather Burns is an American actress best known for her comedic supporting roles in films such as "Miss Congeniality" and "You've Got Mail."
-
D.
Courtney Thorne-Smith
Courtney Thorne-Smith is an American actress best known for her television roles in series such as Melrose Place, Ally McBeal, and According to Jim.
-
E.
Heather Thomas
Heather Thomas is an American actress, author, and former television personality best known for her role as Jody Banks on the 1980s TV series "The Fall Guy."
- 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_69c6995a72cc8190998e56daa6f8e453 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7028bcb2c8190baa4e4b14abe2cc5 |
completed | March 27, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef26fd12c819082f644bc727584ec |
completed | April 2, 2026, 10:49 p.m. |
| NEDg | Description generation | batch_69cef4cbc0788190bf95aa8058a8d895 |
completed | April 2, 2026, 10:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef830e4e48190bf337a526cc82119 |
completed | April 2, 2026, 11:13 p.m. |
Created at: March 27, 2026, 4:03 p.m.