Triple
T11927884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas J. Sargent |
E283829
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Lars Ljungqvist
Lars Ljungqvist is an economist known for his influential work in macroeconomics and labor economics, including co-authoring the widely used graduate textbook "Recursive Macroeconomic Theory" with Thomas J. Sargent.
|
E955491
|
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: Lars Ljungqvist | Statement: [Thomas J. Sargent, coAuthor, Lars Ljungqvist]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lars Ljungqvist Context triple: [Thomas J. Sargent, coAuthor, Lars Ljungqvist]
-
A.
Lars Martinsson
Lars Martinsson is a Swedish handball coach and former player known for his contributions to Scandinavian club handball.
-
B.
Lars Gustafsson
Lars Gustafsson was a prominent Swedish novelist, poet, and philosopher known for his intellectually playful, metafictional works and significant influence on late 20th-century Scandinavian literature.
-
C.
Mats Lusth
Mats Lusth is a former Swedish ice hockey player and coach best known for his long association with Malmö Redhawks in the Swedish leagues.
-
D.
Patrik Stymne
Patrik Stymne is a Swedish entrepreneur best known as a co-founder of the mobile gaming company King Digital Entertainment, creator of Candy Crush Saga.
-
E.
Lars Jansson
Lars Jansson was a Finnish comic strip artist and writer best known for continuing and expanding the beloved Moomin comic series originally created by his sister Tove Jansson.
- 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: Lars Ljungqvist Triple: [Thomas J. Sargent, coAuthor, Lars Ljungqvist]
Generated description
Lars Ljungqvist is an economist known for his influential work in macroeconomics and labor economics, including co-authoring the widely used graduate textbook "Recursive Macroeconomic Theory" with Thomas J. Sargent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lars Ljungqvist Target entity description: Lars Ljungqvist is an economist known for his influential work in macroeconomics and labor economics, including co-authoring the widely used graduate textbook "Recursive Macroeconomic Theory" with Thomas J. Sargent.
-
A.
Lars Martinsson
Lars Martinsson is a Swedish handball coach and former player known for his contributions to Scandinavian club handball.
-
B.
Lars Gustafsson
Lars Gustafsson was a prominent Swedish novelist, poet, and philosopher known for his intellectually playful, metafictional works and significant influence on late 20th-century Scandinavian literature.
-
C.
Mats Lusth
Mats Lusth is a former Swedish ice hockey player and coach best known for his long association with Malmö Redhawks in the Swedish leagues.
-
D.
Patrik Stymne
Patrik Stymne is a Swedish entrepreneur best known as a co-founder of the mobile gaming company King Digital Entertainment, creator of Candy Crush Saga.
-
E.
Lars Jansson
Lars Jansson was a Finnish comic strip artist and writer best known for continuing and expanding the beloved Moomin comic series originally created by his sister Tove Jansson.
- 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_69d6ab2ce9c48190b5d39511b524f666 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903024afc8190a97aa3263dc7d017 |
completed | April 10, 2026, 2:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f440611e648190b2c47b43f02d2e4b |
completed | May 1, 2026, 5:55 a.m. |
| NEDg | Description generation | batch_69f448fb898081908a8ffd0da703c0f9 |
completed | May 1, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f44b9e662881908549e041f6a05e38 |
completed | May 1, 2026, 6:43 a.m. |
Created at: April 8, 2026, 9:45 p.m.