Triple
T8993053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elmo |
E214835
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Luke Zettlemoyer
Luke Zettlemoyer is a prominent computer scientist and natural language processing researcher known for his work on deep learning models for language, including co-developing the ELMo contextual word representation.
|
E775596
|
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: Luke Zettlemoyer | Statement: [Elmo, introducedBy, Luke Zettlemoyer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luke Zettlemoyer Context triple: [Elmo, introducedBy, Luke Zettlemoyer]
-
A.
Justin O. Zimmer
Justin O. Zimmer was an American orthopedic industry pioneer and entrepreneur who founded the medical device company that became Zimmer Biomet.
-
B.
Jonathan Teplitzky
Jonathan Teplitzky is an Australian film director known for character-driven dramas such as "The Railway Man" and "Burning Man."
-
C.
Zachary Seman
Zachary Seman is a songwriter and music producer known for his work on contemporary pop and R&B tracks.
-
D.
John Luessenhop
John Luessenhop is an American film director and screenwriter best known for helming genre and action films, including the horror sequel "Texas Chainsaw 3D."
-
E.
Kevin Riepl
Kevin Riepl is an American composer best known for his atmospheric scores for films and video games, including work on titles like Gears of War and various horror and sci-fi projects.
- 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: Luke Zettlemoyer Triple: [Elmo, introducedBy, Luke Zettlemoyer]
Generated description
Luke Zettlemoyer is a prominent computer scientist and natural language processing researcher known for his work on deep learning models for language, including co-developing the ELMo contextual word representation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luke Zettlemoyer Target entity description: Luke Zettlemoyer is a prominent computer scientist and natural language processing researcher known for his work on deep learning models for language, including co-developing the ELMo contextual word representation.
-
A.
Justin O. Zimmer
Justin O. Zimmer was an American orthopedic industry pioneer and entrepreneur who founded the medical device company that became Zimmer Biomet.
-
B.
Jonathan Teplitzky
Jonathan Teplitzky is an Australian film director known for character-driven dramas such as "The Railway Man" and "Burning Man."
-
C.
Zachary Seman
Zachary Seman is a songwriter and music producer known for his work on contemporary pop and R&B tracks.
-
D.
John Luessenhop
John Luessenhop is an American film director and screenwriter best known for helming genre and action films, including the horror sequel "Texas Chainsaw 3D."
-
E.
Kevin Riepl
Kevin Riepl is an American composer best known for his atmospheric scores for films and video games, including work on titles like Gears of War and various horror and sci-fi projects.
- 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_69ca83a05c608190bdfdbdb25e994b39 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6876583081909d936dc3c3152587 |
completed | April 1, 2026, 12:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffd9bd544819083adf00db6a4a473 |
completed | April 3, 2026, 5:49 p.m. |
| NEDg | Description generation | batch_69cfff51b8c0819093b2c348fd7819fe |
completed | April 3, 2026, 5:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0014b9c108190b4abe8c974677d31 |
completed | April 3, 2026, 6:04 p.m. |
Created at: March 30, 2026, 7:04 p.m.