Triple
T3795456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harry Potter and the Goblet of Fire |
E89757
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Cho Chang
Cho Chang is a Ravenclaw student at Hogwarts and Harry Potter’s early love interest, known for her role on the Ravenclaw Quidditch team and her involvement in the events surrounding Cedric Diggory.
|
E389535
|
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: Cho Chang | Statement: [Harry Potter and the Goblet of Fire, character, Cho Chang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cho Chang Context triple: [Harry Potter and the Goblet of Fire, character, Cho Chang]
-
A.
Ben Chang
Ben Chang is a chaotic and eccentric Spanish teacher-turned-student from the TV sitcom "Community," known for his unpredictable behavior and over-the-top antics.
-
B.
Ko Yong Hui
Ko Yong Hui was a North Korean dancer who became a de facto first lady and is best known as the mother of current leader Kim Jong Un.
-
C.
Jinwicheon
Jinwicheon is a river flowing through the city of Pyeongtaek in South Korea.
-
D.
Chung Sun-man
Chung Sun-man is a South Korean athlete best known for lighting the Olympic cauldron at the opening ceremony of the 1988 Seoul Summer Olympics.
-
E.
In Sik Rhee
In Sik Rhee is a technology entrepreneur and venture capitalist best known as a co-founder of the cloud services company Loudcloud (later Opsware).
- 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: Cho Chang Triple: [Harry Potter and the Goblet of Fire, character, Cho Chang]
Generated description
Cho Chang is a Ravenclaw student at Hogwarts and Harry Potter’s early love interest, known for her role on the Ravenclaw Quidditch team and her involvement in the events surrounding Cedric Diggory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cho Chang Target entity description: Cho Chang is a Ravenclaw student at Hogwarts and Harry Potter’s early love interest, known for her role on the Ravenclaw Quidditch team and her involvement in the events surrounding Cedric Diggory.
-
A.
Ben Chang
Ben Chang is a chaotic and eccentric Spanish teacher-turned-student from the TV sitcom "Community," known for his unpredictable behavior and over-the-top antics.
-
B.
Ko Yong Hui
Ko Yong Hui was a North Korean dancer who became a de facto first lady and is best known as the mother of current leader Kim Jong Un.
-
C.
Jinwicheon
Jinwicheon is a river flowing through the city of Pyeongtaek in South Korea.
-
D.
Chung Sun-man
Chung Sun-man is a South Korean athlete best known for lighting the Olympic cauldron at the opening ceremony of the 1988 Seoul Summer Olympics.
-
E.
In Sik Rhee
In Sik Rhee is a technology entrepreneur and venture capitalist best known as a co-founder of the cloud services company Loudcloud (later Opsware).
- 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_69aed9597d6881909b6ee3b9de859223 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee79f09bc8190b7514a11a030eba5 |
completed | March 9, 2026, 3:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f05ea5e081908c4714ca35aed48b |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f2ed663c8190be431c7aae60259e |
completed | March 14, 2026, 5:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f72eba988190acb96b44fc8b7c30 |
completed | March 14, 2026, 5:50 a.m. |
Created at: March 9, 2026, 3:15 p.m.