Triple
T18044082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kevin M. Murphy |
E431726
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Chinhui Juhn
Chinhui Juhn is a labor economist known for her research on wage inequality, labor market dynamics, and the changing structure of employment in the United States.
|
E1302674
|
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: Chinhui Juhn | Statement: [Kevin M. Murphy, coAuthor, Chinhui Juhn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chinhui Juhn Context triple: [Kevin M. Murphy, coAuthor, Chinhui Juhn]
-
A.
Yun Chi Chung
Yun Chi Chung is best known as the former wife of American comedian and actor Redd Foxx.
-
B.
Kim Hourn
Kim Hourn is a Cambodian academic and diplomat best known for serving as Secretary-General of the Association of Southeast Asian Nations (ASEAN).
-
C.
Kyung Wha Chung
Kyung Wha Chung is a renowned South Korean violinist celebrated for her virtuosic technique and international solo career.
-
D.
Constance Yu-Hwa Chung
Constance Yu-Hwa "Connie" Chung is an American television journalist and news anchor known for her work on major U.S. networks including CBS, NBC, ABC, CNN, and MSNBC.
-
E.
Amy Chiang
Amy Chiang is a member of Taiwan’s influential Chiang family, known primarily as a daughter of former President Chiang Ching-kuo.
- 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: Chinhui Juhn Triple: [Kevin M. Murphy, coAuthor, Chinhui Juhn]
Generated description
Chinhui Juhn is a labor economist known for her research on wage inequality, labor market dynamics, and the changing structure of employment in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chinhui Juhn Target entity description: Chinhui Juhn is a labor economist known for her research on wage inequality, labor market dynamics, and the changing structure of employment in the United States.
-
A.
Yun Chi Chung
Yun Chi Chung is best known as the former wife of American comedian and actor Redd Foxx.
-
B.
Kim Hourn
Kim Hourn is a Cambodian academic and diplomat best known for serving as Secretary-General of the Association of Southeast Asian Nations (ASEAN).
-
C.
Kyung Wha Chung
Kyung Wha Chung is a renowned South Korean violinist celebrated for her virtuosic technique and international solo career.
-
D.
Constance Yu-Hwa Chung
Constance Yu-Hwa "Connie" Chung is an American television journalist and news anchor known for her work on major U.S. networks including CBS, NBC, ABC, CNN, and MSNBC.
-
E.
Amy Chiang
Amy Chiang is a member of Taiwan’s influential Chiang family, known primarily as a daughter of former President Chiang Ching-kuo.
- 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_69e4bff13f488190993445769551c9c2 |
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.