Triple
T18177431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heller |
E435198
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Thomas Heller
Thomas Heller is a German legal scholar and academic known for his work in law and development, climate policy, and international environmental law.
|
E1311693
|
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: Thomas Heller | Statement: [Heller, hasNotableBearer, Thomas Heller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Heller Context triple: [Heller, hasNotableBearer, Thomas Heller]
-
A.
Michael Glouberman
Michael Glouberman is a television writer and producer best known for his work on the acclaimed sitcom "Malcolm in the Middle."
-
B.
John Hart
John Hart is a film producer best known for his work on literary adaptations and independent movies, including the 2002 adaptation of "Nicholas Nickleby."
-
C.
John Hart
John Hart was an American actor best known for temporarily taking over the title role in the classic television Western series "The Lone Ranger" in the early 1950s.
-
D.
John Hart
John Hart is the son of former U.S. Senator and 1980s Democratic presidential contender Gary Hart.
-
E.
Doug Berman
Doug Berman is an American radio producer best known for creating and producing popular NPR programs, including the news quiz show "Wait Wait... Don't Tell Me!" and the car-advice show "Car Talk."
- 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: Thomas Heller Triple: [Heller, hasNotableBearer, Thomas Heller]
Generated description
Thomas Heller is a German legal scholar and academic known for his work in law and development, climate policy, and international environmental law.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Heller Target entity description: Thomas Heller is a German legal scholar and academic known for his work in law and development, climate policy, and international environmental law.
-
A.
Michael Glouberman
Michael Glouberman is a television writer and producer best known for his work on the acclaimed sitcom "Malcolm in the Middle."
-
B.
John Hart
John Hart is a film producer best known for his work on literary adaptations and independent movies, including the 2002 adaptation of "Nicholas Nickleby."
-
C.
John Hart
John Hart was an American actor best known for temporarily taking over the title role in the classic television Western series "The Lone Ranger" in the early 1950s.
-
D.
John Hart
John Hart is the son of former U.S. Senator and 1980s Democratic presidential contender Gary Hart.
-
E.
Doug Berman
Doug Berman is an American radio producer best known for creating and producing popular NPR programs, including the news quiz show "Wait Wait... Don't Tell Me!" and the car-advice show "Car Talk."
- 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_6a0397fd8ab481909868d3600172b0e4 |
completed | May 12, 2026, 9:13 p.m. |
| NEDg | Description generation | batch_6a0398fb7fb481908a32c56a798d81fd |
completed | May 12, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a039a2b85888190bbcae1ba9d8ba715 |
completed | May 12, 2026, 9:22 p.m. |
Created at: April 10, 2026, 10:31 a.m.