Triple
T18044008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edward Lazear |
E431725
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Lazear
Lazear is the surname of Edward Lazear, an influential American economist known for his work in labor economics and personnel economics.
|
E1302670
|
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: Lazear | Statement: [Edward Lazear, familyName, Lazear]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lazear Context triple: [Edward Lazear, familyName, Lazear]
-
A.
Beilein
Beilein is a surname most prominently associated with American basketball coach John Beilein, known for his successful collegiate coaching career.
-
B.
Lausus
Lausus was a high-ranking Byzantine court official and chamberlain under Emperor Theodosius II, known as a patron of Christian literature and monasticism.
-
C.
Heastie
Heastie is the surname of Carl E. Heastie, a prominent American politician who has served as Speaker of the New York State Assembly.
-
D.
Karlin
Karlin is the professional stage name used by Danish songwriter and producer Kenneth Karlin, known for his work in pop and R&B music.
-
E.
Karlin
Karlin is a historic Hasidic dynasty and Jewish community that originated in the town of Karlin, now a district of Pinsk in Belarus.
- 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: Lazear Triple: [Edward Lazear, familyName, Lazear]
Generated description
Lazear is the surname of Edward Lazear, an influential American economist known for his work in labor economics and personnel economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lazear Target entity description: Lazear is the surname of Edward Lazear, an influential American economist known for his work in labor economics and personnel economics.
-
A.
Beilein
Beilein is a surname most prominently associated with American basketball coach John Beilein, known for his successful collegiate coaching career.
-
B.
Lausus
Lausus was a high-ranking Byzantine court official and chamberlain under Emperor Theodosius II, known as a patron of Christian literature and monasticism.
-
C.
Heastie
Heastie is the surname of Carl E. Heastie, a prominent American politician who has served as Speaker of the New York State Assembly.
-
D.
Karlin
Karlin is the professional stage name used by Danish songwriter and producer Kenneth Karlin, known for his work in pop and R&B music.
-
E.
Karlin
Karlin is a historic Hasidic dynasty and Jewish community that originated in the town of Karlin, now a district of Pinsk in Belarus.
- 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_69d8b906482481908183315b9ecf9994 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4bff072508190a4065e3f83997aa9 |
completed | April 19, 2026, 11:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0349b8930c8190bbd871393b4b949e |
completed | May 12, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a034b0817408190817e4a3ee0003d57 |
completed | May 12, 2026, 3:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034bdf5c808190ac329e663e220f1b |
completed | May 12, 2026, 3:48 p.m. |
Created at: April 10, 2026, 10:25 a.m.