Triple
T21064043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom Steyer |
E518921
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Thomas Fahr Steyer
Thomas Fahr Steyer is an American billionaire investor, philanthropist, environmental activist, and former Democratic presidential candidate known for funding progressive political causes and climate change initiatives.
|
E1465525
|
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 Fahr Steyer | Statement: [Tom Steyer, fullName, Thomas Fahr Steyer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Fahr Steyer Context triple: [Tom Steyer, fullName, Thomas Fahr Steyer]
-
A.
Ferdinand Steiner
Ferdinand Steiner was the father of renowned British actor Leslie Howard, known for his work in early 20th-century theatre and film.
-
B.
Reinhold Würth
Reinhold Würth is a German billionaire entrepreneur and art patron best known for transforming his family’s small screw business into the global Würth Group.
-
C.
Heinz Bühler
Heinz Bühler is a notable individual who shares the German surname Bühler, recognized as a distinguished bearer of that name.
-
D.
Harald Quandt
Harald Quandt was a German industrialist and heir to the Quandt family fortune, notable as the only surviving child of Magda Goebbels from her previous marriage.
-
E.
Xaver Schwarzenberger
Xaver Schwarzenberger is an Austrian cinematographer and film director known for his work on numerous European films and collaborations with prominent directors.
- 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 Fahr Steyer Triple: [Tom Steyer, fullName, Thomas Fahr Steyer]
Generated description
Thomas Fahr Steyer is an American billionaire investor, philanthropist, environmental activist, and former Democratic presidential candidate known for funding progressive political causes and climate change initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Fahr Steyer Target entity description: Thomas Fahr Steyer is an American billionaire investor, philanthropist, environmental activist, and former Democratic presidential candidate known for funding progressive political causes and climate change initiatives.
-
A.
Ferdinand Steiner
Ferdinand Steiner was the father of renowned British actor Leslie Howard, known for his work in early 20th-century theatre and film.
-
B.
Reinhold Würth
Reinhold Würth is a German billionaire entrepreneur and art patron best known for transforming his family’s small screw business into the global Würth Group.
-
C.
Heinz Bühler
Heinz Bühler is a notable individual who shares the German surname Bühler, recognized as a distinguished bearer of that name.
-
D.
Harald Quandt
Harald Quandt was a German industrialist and heir to the Quandt family fortune, notable as the only surviving child of Magda Goebbels from her previous marriage.
-
E.
Xaver Schwarzenberger
Xaver Schwarzenberger is an Austrian cinematographer and film director known for his work on numerous European films and collaborations with prominent directors.
- 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_69e0b505ef108190b25dd4033e2ff7eb |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6feb29e388190a80fa969a4daa606 |
completed | April 21, 2026, 4:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09506fd93c8190bb04cd85a28178d7 |
completed | May 17, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a09539a75488190b7bfdd8506ca58c8 |
completed | May 17, 2026, 5:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0954550d7481909dc2f6d209c76fb1 |
completed | May 17, 2026, 5:38 a.m. |
Created at: April 16, 2026, 2:43 p.m.