Triple
T13493485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Pugh |
E320697
|
entity |
| Predicate | isAmbiguousWith |
P2289
|
FINISHED |
| Object |
Michael Hugh
Michael Hugh is a personal name that may refer to multiple individuals, requiring context to distinguish it from similarly named people such as Michael Pugh.
|
E1056094
|
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: Michael Hugh | Statement: [Michael Pugh, isAmbiguousWith, Michael Hugh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Hugh Context triple: [Michael Pugh, isAmbiguousWith, Michael Hugh]
-
A.
Hugh Conway
Hugh Conway is the introspective British diplomat who becomes the central figure in James Hilton’s novel "Lost Horizon," known for his journey to the utopian lamasery of Shangri-La.
-
B.
Richard Bradford
Richard Bradford was an American character actor known for his tough, authoritative roles in film and television, including notable appearances in works like "The Crossing Guard" and the 1960s spy series "Man in a Suitcase."
-
C.
William Atherton
William Atherton is an American character actor best known for playing arrogant and antagonistic authority figures in films such as Ghostbusters and Die Hard.
-
D.
Lewis Stevenson
Lewis Stevenson was an American politician and public servant from Illinois, known as a prominent member of the influential Stevenson political family.
-
E.
Ormond Beatty
Ormond Beatty was a 19th-century American educator and academic administrator best known for serving as president of Centre College in Kentucky.
- 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: Michael Hugh Triple: [Michael Pugh, isAmbiguousWith, Michael Hugh]
Generated description
Michael Hugh is a personal name that may refer to multiple individuals, requiring context to distinguish it from similarly named people such as Michael Pugh.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Hugh Target entity description: Michael Hugh is a personal name that may refer to multiple individuals, requiring context to distinguish it from similarly named people such as Michael Pugh.
-
A.
Hugh Conway
Hugh Conway is the introspective British diplomat who becomes the central figure in James Hilton’s novel "Lost Horizon," known for his journey to the utopian lamasery of Shangri-La.
-
B.
Richard Bradford
Richard Bradford was an American character actor known for his tough, authoritative roles in film and television, including notable appearances in works like "The Crossing Guard" and the 1960s spy series "Man in a Suitcase."
-
C.
William Atherton
William Atherton is an American character actor best known for playing arrogant and antagonistic authority figures in films such as Ghostbusters and Die Hard.
-
D.
Lewis Stevenson
Lewis Stevenson was an American politician and public servant from Illinois, known as a prominent member of the influential Stevenson political family.
-
E.
Ormond Beatty
Ormond Beatty was a 19th-century American educator and academic administrator best known for serving as president of Centre College in Kentucky.
- 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_69d807629d6c8190998f1b9bb12d2ed0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaf4c66008190b287e0551889d7c8 |
completed | April 12, 2026, 2:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7942668f481909c6d892fdfd32c02 |
completed | May 3, 2026, 6:29 p.m. |
| NEDg | Description generation | batch_69f7955fce288190a7e426f467517a91 |
completed | May 3, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7996cddf08190973e493fb788ce7a |
completed | May 3, 2026, 6:52 p.m. |
Created at: April 9, 2026, 9:43 p.m.