Triple
T10876227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waikato rugby union team |
E256804
|
entity |
| Predicate | notablePlayerProduced |
P9730
|
FINISHED |
| Object |
Liam Messam
Liam Messam is a former New Zealand rugby union forward who played for the All Blacks and the Chiefs, known for his powerful ball-carrying and leadership.
|
E890215
|
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: Liam Messam | Statement: [Waikato rugby union team, notablePlayerProduced, Liam Messam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liam Messam Context triple: [Waikato rugby union team, notablePlayerProduced, Liam Messam]
-
A.
Liam Stewart
Liam Stewart is a powerful yet compassionate teen with telekinetic abilities who becomes a key leader and love interest in Alexandra Bracken’s dystopian The Darkest Minds series.
-
B.
Liam Thomas
Liam Thomas is an actor known for appearing in the British political thriller film "Page Eight."
-
C.
Liam McHugh
Liam McHugh is an American sportscaster best known for his work as a studio host and anchor on major U.S. sports broadcasts, including NHL and NFL coverage.
-
D.
Liam Mullan
Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
-
E.
Damien LeVeck
Damien LeVeck is a film editor and director known for his work in genre and independent cinema.
- 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: Liam Messam Triple: [Waikato rugby union team, notablePlayerProduced, Liam Messam]
Generated description
Liam Messam is a former New Zealand rugby union forward who played for the All Blacks and the Chiefs, known for his powerful ball-carrying and leadership.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liam Messam Target entity description: Liam Messam is a former New Zealand rugby union forward who played for the All Blacks and the Chiefs, known for his powerful ball-carrying and leadership.
-
A.
Liam Stewart
Liam Stewart is a powerful yet compassionate teen with telekinetic abilities who becomes a key leader and love interest in Alexandra Bracken’s dystopian The Darkest Minds series.
-
B.
Liam Thomas
Liam Thomas is an actor known for appearing in the British political thriller film "Page Eight."
-
C.
Liam McHugh
Liam McHugh is an American sportscaster best known for his work as a studio host and anchor on major U.S. sports broadcasts, including NHL and NFL coverage.
-
D.
Liam Mullan
Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
-
E.
Damien LeVeck
Damien LeVeck is a film editor and director known for his work in genre and independent cinema.
- 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751ac901881909938cabe4d21bdbf |
completed | April 9, 2026, 7:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7dfd5d88190a26f707754411906 |
completed | April 15, 2026, 8:41 p.m. |
| NEDg | Description generation | batch_69e0026fda3c8190b60174b252d57e12 |
completed | April 15, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e00581fde08190b28b8dde4a21d59e |
completed | April 15, 2026, 9:39 p.m. |
Created at: April 8, 2026, 9:21 p.m.