Triple
T4292384
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Angel |
E99624
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Wolfram & Hart
Wolfram & Hart is the powerful, morally corrupt law firm and primary antagonistic organization in the television series "Angel," known for representing demonic clients and manipulating events from behind the scenes.
|
E429725
|
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: Wolfram & Hart | Statement: [Angel, character, Wolfram & Hart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wolfram & Hart Context triple: [Angel, character, Wolfram & Hart]
-
A.
Harkness and Company
Harkness and Company was a prominent 19th-century New York mercantile and commission firm involved in the oil and shipping trade.
-
B.
Iron Lion Firm
Iron Lion Firm is a prominent independent supporters’ group known for passionately backing Major League Soccer club Orlando City SC.
-
C.
The Wolper Organization
The Wolper Organization is a film and television production company best known for producing acclaimed movies and series, including the neo-noir crime film "L.A. Confidential."
-
D.
Mirage Enterprises
Mirage Enterprises is a film production company best known for producing acclaimed movies such as the Academy Award–winning drama "Out of Africa."
-
E.
Hercules Inc.
Hercules Inc. was a major American chemical manufacturing company known for producing a wide range of industrial and military chemicals, including controversial defoliants used during the Vietnam War.
- 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: Wolfram & Hart Triple: [Angel, character, Wolfram & Hart]
Generated description
Wolfram & Hart is the powerful, morally corrupt law firm and primary antagonistic organization in the television series "Angel," known for representing demonic clients and manipulating events from behind the scenes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wolfram & Hart Target entity description: Wolfram & Hart is the powerful, morally corrupt law firm and primary antagonistic organization in the television series "Angel," known for representing demonic clients and manipulating events from behind the scenes.
-
A.
Harkness and Company
Harkness and Company was a prominent 19th-century New York mercantile and commission firm involved in the oil and shipping trade.
-
B.
Iron Lion Firm
Iron Lion Firm is a prominent independent supporters’ group known for passionately backing Major League Soccer club Orlando City SC.
-
C.
The Wolper Organization
The Wolper Organization is a film and television production company best known for producing acclaimed movies and series, including the neo-noir crime film "L.A. Confidential."
-
D.
Mirage Enterprises
Mirage Enterprises is a film production company best known for producing acclaimed movies such as the Academy Award–winning drama "Out of Africa."
-
E.
Hercules Inc.
Hercules Inc. was a major American chemical manufacturing company known for producing a wide range of industrial and military chemicals, including controversial defoliants used during the Vietnam War.
- 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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3508035a08190b752c8edce0aff86 |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c739df2c8190af6f8d9bf36afca8 |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5cb0529f881908ec004a07c47306e |
completed | March 14, 2026, 8:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5cba3a41481908622509478184052 |
completed | March 14, 2026, 8:57 p.m. |
Created at: March 12, 2026, 11:08 p.m.