Triple
T725359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ed Hochuli |
E14713
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Hochuli
Hochuli is a surname most prominently associated with Ed Hochuli, a well-known former NFL referee recognized for his detailed penalty explanations and muscular physique.
|
E91196
|
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: Hochuli | Statement: [Ed Hochuli, familyName, Hochuli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hochuli Context triple: [Ed Hochuli, familyName, Hochuli]
-
A.
Lynn Petra Alexander
Lynn Petra Alexander is the birth name of Lynn Margulis, the influential American biologist best known for her work on the endosymbiotic theory of eukaryotic cell evolution.
-
B.
Shannon Rubicam
Shannon Rubicam is an American singer-songwriter best known as one half of the pop duo Boy Meets Girl and for co-writing major hits for Whitney Houston, including "I Wanna Dance with Somebody (Who Loves Me)."
-
C.
Leah Ashley
Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
-
D.
Kamala Harris
Kamala Harris is the Vice President of the United States and a former U.S. senator from California, known for being the first woman, first Black American, and first South Asian American to hold the vice presidency.
-
E.
April H. Foley
April H. Foley is an American diplomat and public servant best known for serving as the U.S. Ambassador to Hungary.
- 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: Hochuli Triple: [Ed Hochuli, familyName, Hochuli]
Generated description
Hochuli is a surname most prominently associated with Ed Hochuli, a well-known former NFL referee recognized for his detailed penalty explanations and muscular physique.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hochuli Target entity description: Hochuli is a surname most prominently associated with Ed Hochuli, a well-known former NFL referee recognized for his detailed penalty explanations and muscular physique.
-
A.
Lynn Petra Alexander
Lynn Petra Alexander is the birth name of Lynn Margulis, the influential American biologist best known for her work on the endosymbiotic theory of eukaryotic cell evolution.
-
B.
Shannon Rubicam
Shannon Rubicam is an American singer-songwriter best known as one half of the pop duo Boy Meets Girl and for co-writing major hits for Whitney Houston, including "I Wanna Dance with Somebody (Who Loves Me)."
-
C.
Leah Ashley
Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
-
D.
Kamala Harris
Kamala Harris is the Vice President of the United States and a former U.S. senator from California, known for being the first woman, first Black American, and first South Asian American to hold the vice presidency.
-
E.
April H. Foley
April H. Foley is an American diplomat and public servant best known for serving as the U.S. Ambassador to Hungary.
- 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_69a4934c753c81909b309027e48b9b3a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a5a7fb7c819096db848fe2ba246a |
completed | March 1, 2026, 8:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6666cd4788190ab1ddffa616fdc58 |
completed | March 3, 2026, 4:41 a.m. |
| NEDg | Description generation | batch_69a66818145c81908e1ce1d1e835dcd4 |
completed | March 3, 2026, 4:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6688c133c8190acb36273ed794df2 |
completed | March 3, 2026, 4:50 a.m. |
Created at: March 1, 2026, 7:37 p.m.