Triple
T14016260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spies Like Us |
E337210
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Emmett Fitz-Hume
Emmett Fitz-Hume is a bumbling, fast-talking government employee-turned-reluctant spy portrayed by Chevy Chase in the 1985 comedy film "Spies Like Us."
|
E1073309
|
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: Emmett Fitz-Hume | Statement: [Spies Like Us, mainCharacter, Emmett Fitz-Hume]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emmett Fitz-Hume Context triple: [Spies Like Us, mainCharacter, Emmett Fitz-Hume]
-
A.
Emmett Richmond
Emmett Richmond is a charming and supportive lawyer character best known as Elle Woods’s love interest in the "Legally Blonde" film series.
-
B.
Emmett Shear
Emmett Shear is an American entrepreneur and technologist best known as the co-founder and former CEO of the live-streaming platform Twitch.
-
C.
Jonathan Hensleigh
Jonathan Hensleigh is an American screenwriter and film director known for his work on action films such as "Die Hard with a Vengeance" and "The Punisher."
-
D.
Frank Worthington
Frank Worthington was an English professional footballer best known as a flamboyant forward who played for clubs such as Leicester City and Bolton Wanderers during the 1970s and 1980s.
-
E.
Emmett Malloy
Emmett Malloy is an American film and music video director and producer, known for his work with artists like Jack Johnson and for co-founding the production duo The Malloys.
- 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: Emmett Fitz-Hume Triple: [Spies Like Us, mainCharacter, Emmett Fitz-Hume]
Generated description
Emmett Fitz-Hume is a bumbling, fast-talking government employee-turned-reluctant spy portrayed by Chevy Chase in the 1985 comedy film "Spies Like Us."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emmett Fitz-Hume Target entity description: Emmett Fitz-Hume is a bumbling, fast-talking government employee-turned-reluctant spy portrayed by Chevy Chase in the 1985 comedy film "Spies Like Us."
-
A.
Emmett Richmond
Emmett Richmond is a charming and supportive lawyer character best known as Elle Woods’s love interest in the "Legally Blonde" film series.
-
B.
Emmett Shear
Emmett Shear is an American entrepreneur and technologist best known as the co-founder and former CEO of the live-streaming platform Twitch.
-
C.
Jonathan Hensleigh
Jonathan Hensleigh is an American screenwriter and film director known for his work on action films such as "Die Hard with a Vengeance" and "The Punisher."
-
D.
Frank Worthington
Frank Worthington was an English professional footballer best known as a flamboyant forward who played for clubs such as Leicester City and Bolton Wanderers during the 1970s and 1980s.
-
E.
Emmett Malloy
Emmett Malloy is an American film and music video director and producer, known for his work with artists like Jack Johnson and for co-founding the production duo The Malloys.
- 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_69d81c6543a48190bd5ba93d7419e797 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2f396b648190927e5718c3bb6511 |
completed | April 14, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbacad948c81909db7187da5a9b97d |
completed | May 6, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69fbae186bb881908ea17ae6b12825af |
completed | May 6, 2026, 9:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbaebaab508190a609fa151c686a0d |
completed | May 6, 2026, 9:12 p.m. |
Created at: April 9, 2026, 10:19 p.m.