Triple
T5936886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Linkin Park |
E132065
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Joe Hahn
Joe Hahn is an American musician and DJ best known as the turntablist and sampler for the rock band Linkin Park.
|
E635981
|
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: Joe Hahn | Statement: [Linkin Park, hasMember, Joe Hahn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joe Hahn Context triple: [Linkin Park, hasMember, Joe Hahn]
-
A.
Rob Hahn
Rob Hahn is an American cinematographer best known for his work on feature films such as the crime thriller "The Score."
-
B.
Lew Hahn
Lew Hahn is a recording engineer known for his work on notable music projects such as the song "I'm Every Woman."
-
C.
Doug J. Hannah
Doug J. Hannah is a film editor best known for his work on the science fiction thriller "The Cloverfield Paradox."
-
D.
Don Hahn
Don Hahn is an American film producer best known for overseeing several of Disney’s most acclaimed animated features, including Beauty and the Beast and The Lion King.
-
E.
Larry Haines
Larry Haines was an American actor best known for his long-running role on the television soap opera "Search for Tomorrow."
- 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: Joe Hahn Triple: [Linkin Park, hasMember, Joe Hahn]
Generated description
Joe Hahn is an American musician and DJ best known as the turntablist and sampler for the rock band Linkin Park.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joe Hahn Target entity description: Joe Hahn is an American musician and DJ best known as the turntablist and sampler for the rock band Linkin Park.
-
A.
Rob Hahn
Rob Hahn is an American cinematographer best known for his work on feature films such as the crime thriller "The Score."
-
B.
Lew Hahn
Lew Hahn is a recording engineer known for his work on notable music projects such as the song "I'm Every Woman."
-
C.
Doug J. Hannah
Doug J. Hannah is a film editor best known for his work on the science fiction thriller "The Cloverfield Paradox."
-
D.
Don Hahn
Don Hahn is an American film producer best known for overseeing several of Disney’s most acclaimed animated features, including Beauty and the Beast and The Lion King.
-
E.
Larry Haines
Larry Haines was an American actor best known for his long-running role on the television soap opera "Search for Tomorrow."
- 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_69c0085c55dc8190aa90e242c956e2fa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c038eca9688190adeed21df058daf1 |
completed | March 22, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c769cd39e081908624c8471b9131a1 |
completed | March 28, 2026, 5:40 a.m. |
| NEDg | Description generation | batch_69c76da6e9e4819097c42d5a74efb3e7 |
completed | March 28, 2026, 5:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76e01a3fc8190b766188a0c243385 |
completed | March 28, 2026, 5:58 a.m. |
Created at: March 22, 2026, 4:01 p.m.