Triple
T11531253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scott Armstrong |
E273426
|
entity |
| Predicate | coauthorWith |
P2389
|
FINISHED |
| Object |
Fred Emery
Fred Emery was an Australian social scientist and organizational theorist known for his pioneering work in socio-technical systems and participative work design.
|
E932060
|
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: Fred Emery | Statement: [Scott Armstrong, coauthorWith, Fred Emery]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred Emery Context triple: [Scott Armstrong, coauthorWith, Fred Emery]
-
A.
Walter Bryan Emery
Walter Bryan Emery was a prominent British Egyptologist and archaeologist best known for his extensive excavations and research on early dynastic tombs and monuments in Egypt.
-
B.
Sheldon Skinner
Sheldon Skinner is a rival of Mr. Burns in the animated television series "The Simpsons."
-
C.
Bill Wambsganss
Bill Wambsganss was an American Major League Baseball second baseman best known for executing the only unassisted triple play in World Series history.
-
D.
Al Schmid
Al Schmid was a highly decorated U.S. Marine and World War II hero whose story of bravery and resilience was dramatized in the film "Pride of the Marines."
-
E.
James Lynah
James Lynah was a prominent Cornell University athletics administrator whose leadership in collegiate sports led to the university’s ice hockey arena being named in his honor.
- 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: Fred Emery Triple: [Scott Armstrong, coauthorWith, Fred Emery]
Generated description
Fred Emery was an Australian social scientist and organizational theorist known for his pioneering work in socio-technical systems and participative work design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fred Emery Target entity description: Fred Emery was an Australian social scientist and organizational theorist known for his pioneering work in socio-technical systems and participative work design.
-
A.
Walter Bryan Emery
Walter Bryan Emery was a prominent British Egyptologist and archaeologist best known for his extensive excavations and research on early dynastic tombs and monuments in Egypt.
-
B.
Sheldon Skinner
Sheldon Skinner is a rival of Mr. Burns in the animated television series "The Simpsons."
-
C.
Bill Wambsganss
Bill Wambsganss was an American Major League Baseball second baseman best known for executing the only unassisted triple play in World Series history.
-
D.
Al Schmid
Al Schmid was a highly decorated U.S. Marine and World War II hero whose story of bravery and resilience was dramatized in the film "Pride of the Marines."
-
E.
James Lynah
James Lynah was a prominent Cornell University athletics administrator whose leadership in collegiate sports led to the university’s ice hockey arena being named in his honor.
- 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_69d6aae3fbec8190a14632a5df2538b6 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8839878948190b170e64629d6f2db |
completed | April 10, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6856341b481909d2ee71893e6117b |
completed | April 20, 2026, 7:58 p.m. |
| NEDg | Description generation | batch_69e68fd6b6088190b24f552b5afc3f55 |
completed | April 20, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6b7d683448190b7557bffd92b3ad6 |
completed | April 20, 2026, 11:33 p.m. |
Created at: April 8, 2026, 9:37 p.m.