Triple
T18177420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heller |
E435198
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Robert Heller
Robert Heller is a name shared by several notable individuals, including a 19th-century British magician and a prominent American management author and consultant.
|
E1349702
|
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: Robert Heller | Statement: [Heller, hasNotableBearer, Robert Heller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Heller Context triple: [Heller, hasNotableBearer, Robert Heller]
-
A.
James Heller
James Heller is a fictional U.S. political leader, notably serving as Secretary of Defense and later President, in the 24 television franchise.
-
B.
John Eisendrath
John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
-
C.
Gary Hershberger
Gary Hershberger is an American actor best known for his role as Mike Nelson on the television series "Twin Peaks."
-
D.
Michael Hunsaker
Michael Hunsaker is a fictional former Vietnam War comrade of Roger Murtaugh whose involvement in a dangerous heroin-smuggling operation drives much of the plot in the action film "Lethal Weapon."
-
E.
Michael N. Hurley
Michael N. Hurley is a former CIA operations officer and counterterrorism expert known for his work on U.S. national security and intelligence issues.
- 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: Robert Heller Triple: [Heller, hasNotableBearer, Robert Heller]
Generated description
Robert Heller is a name shared by several notable individuals, including a 19th-century British magician and a prominent American management author and consultant.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Heller Target entity description: Robert Heller is a name shared by several notable individuals, including a 19th-century British magician and a prominent American management author and consultant.
-
A.
James Heller
James Heller is a fictional U.S. political leader, notably serving as Secretary of Defense and later President, in the 24 television franchise.
-
B.
John Eisendrath
John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
-
C.
Gary Hershberger
Gary Hershberger is an American actor best known for his role as Mike Nelson on the television series "Twin Peaks."
-
D.
Michael Hunsaker
Michael Hunsaker is a fictional former Vietnam War comrade of Roger Murtaugh whose involvement in a dangerous heroin-smuggling operation drives much of the plot in the action film "Lethal Weapon."
-
E.
Michael N. Hurley
Michael N. Hurley is a former CIA operations officer and counterterrorism expert known for his work on U.S. national security and intelligence issues.
- 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4df5a72008190bd2e56205b995a87 |
completed | April 19, 2026, 1:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0590f7ebf88190a2f54fe547631174 |
completed | May 14, 2026, 9:08 a.m. |
| NEDg | Description generation | batch_6a0594daef208190b6a972c0cc6c8b1b |
completed | May 14, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0595485b64819081169766ad8971a6 |
completed | May 14, 2026, 9:26 a.m. |
Created at: April 10, 2026, 10:31 a.m.