Triple
T17226540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Project Syndicate |
E418127
|
entity |
| Predicate | hasContributor |
P4244
|
FINISHED |
| Object |
Harold James
Harold James is a prominent economic historian and commentator known for his analyses of financial crises, globalization, and European economic integration.
|
E1257588
|
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: Harold James | Statement: [Project Syndicate, hasContributor, Harold James]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harold James Context triple: [Project Syndicate, hasContributor, Harold James]
-
A.
Ben Herring
Ben Herring is a New Zealand rugby union coach and former flanker known for his coaching roles in Japan and with various professional clubs.
-
B.
Harold Rhodes
Harold Rhodes was an American piano teacher and inventor best known for creating the Rhodes electric piano, a landmark instrument in jazz, rock, and popular music.
-
C.
Harold Briggs
Harold Briggs was a British Army officer best known for devising and implementing the Briggs Plan to combat communist insurgency during the Malayan Emergency.
-
D.
Harold Huth
Harold Huth was a British film director, producer, and occasional actor active in the mid-20th century, known for his work in the British studio system.
-
E.
Harold Sewall
Harold Sewall was an American diplomat and politician from Maine who served as U.S. Minister to Hawaii during the late 19th century.
- 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: Harold James Triple: [Project Syndicate, hasContributor, Harold James]
Generated description
Harold James is a prominent economic historian and commentator known for his analyses of financial crises, globalization, and European economic integration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harold James Target entity description: Harold James is a prominent economic historian and commentator known for his analyses of financial crises, globalization, and European economic integration.
-
A.
Ben Herring
Ben Herring is a New Zealand rugby union coach and former flanker known for his coaching roles in Japan and with various professional clubs.
-
B.
Harold Rhodes
Harold Rhodes was an American piano teacher and inventor best known for creating the Rhodes electric piano, a landmark instrument in jazz, rock, and popular music.
-
C.
Harold Briggs
Harold Briggs was a British Army officer best known for devising and implementing the Briggs Plan to combat communist insurgency during the Malayan Emergency.
-
D.
Harold Huth
Harold Huth was a British film director, producer, and occasional actor active in the mid-20th century, known for his work in the British studio system.
-
E.
Harold Sewall
Harold Sewall was an American diplomat and politician from Maine who served as U.S. Minister to Hawaii during the late 19th century.
- 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_69d886d779488190b131369541c04e7d |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42de1674c81909ca9e87fa9153640 |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01675cc70881909cf39b2e229f5d1e |
completed | May 11, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a016a5f58408190b42a8da742aa2f5b |
completed | May 11, 2026, 5:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016b0e72588190b1ba2b45f0425d3d |
completed | May 11, 2026, 5:37 a.m. |
Created at: April 10, 2026, 5:38 a.m.