Triple
T20255452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Koko |
E498682
|
entity |
| Predicate | trainer |
P41095
|
FINISHED |
| Object |
Luke Hura
Luke Hura is an animal trainer best known for working with Koko the gorilla, the famous primate who learned to communicate using sign language.
|
E1421364
|
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 Hura | Statement: [Koko, trainer, Luke Hura]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luke Hura Context triple: [Koko, trainer, Luke Hura]
-
A.
Kai Opaka
Kai Opaka is a revered Bajoran spiritual leader from the Star Trek universe, known for guiding her people through the Cardassian occupation and her pivotal role in the early days of Deep Space Nine.
-
B.
Feleti
Feleti is a given name most notably borne by Feleti Teo, a political figure from Tuvalu.
-
C.
Kalani Sitake
Kalani Sitake is an American football coach best known as the head coach of Brigham Young University's BYU Cougars football program.
-
D.
Morris Turanga
Morris Turanga is a recurring character in the animated series "Futurama," known as Leela's easygoing, sewer-dwelling mutant father.
-
E.
Zachariah Nokae
Zachariah "Zakes" Mokae was a South African-born actor renowned for his powerful performances in film and theater, particularly in works confronting apartheid and racial injustice.
- 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 Hura Triple: [Koko, trainer, Luke Hura]
Generated description
Luke Hura is an animal trainer best known for working with Koko the gorilla, the famous primate who learned to communicate using sign language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luke Hura Target entity description: Luke Hura is an animal trainer best known for working with Koko the gorilla, the famous primate who learned to communicate using sign language.
-
A.
Kai Opaka
Kai Opaka is a revered Bajoran spiritual leader from the Star Trek universe, known for guiding her people through the Cardassian occupation and her pivotal role in the early days of Deep Space Nine.
-
B.
Feleti
Feleti is a given name most notably borne by Feleti Teo, a political figure from Tuvalu.
-
C.
Kalani Sitake
Kalani Sitake is an American football coach best known as the head coach of Brigham Young University's BYU Cougars football program.
-
D.
Morris Turanga
Morris Turanga is a recurring character in the animated series "Futurama," known as Leela's easygoing, sewer-dwelling mutant father.
-
E.
Zachariah Nokae
Zachariah "Zakes" Mokae was a South African-born actor renowned for his powerful performances in film and theater, particularly in works confronting apartheid and racial injustice.
- 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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673ab60388190be32cc69bf2b6f76 |
completed | April 20, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08552a0d4081908a61e56b10a4a98c |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0856ac50e081909c8bc737e4fe6e56 |
completed | May 16, 2026, 11:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085746f2f08190a703a832f5867c7b |
completed | May 16, 2026, 11:38 a.m. |
Created at: April 11, 2026, 11:41 p.m.