Triple
T19107837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marty Walsh |
E467703
|
entity |
| Predicate | succeededByAsUnitedStatesSecretaryOfLabor |
P134419
|
FINISHED |
| Object |
Julie Su (acting)
Julie Su is an American attorney and labor official who has served as the acting United States Secretary of Labor in the Biden administration.
|
E1358747
|
NE FINISHED |
How this triple was built (5 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: Julie Su (acting) | Statement: [Marty Walsh, succeededByAsUnitedStatesSecretaryOfLabor, Julie Su (acting)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julie Su (acting) Context triple: [Marty Walsh, succeededByAsUnitedStatesSecretaryOfLabor, Julie Su (acting)]
-
A.
Julia Hsu
Julia Hsu is an actress best known for her role as Soo-Yung, the kidnapped daughter of a Chinese consul, in the action-comedy film "Rush Hour."
-
B.
Jennifer Lien
Jennifer Lien is an American actress best known for her role as Kes on the television series "Star Trek: Voyager."
-
C.
Hana Mae Lee
Hana Mae Lee is an American actress, comedian, and fashion designer best known for her role as Lilly in the Pitch Perfect film series.
-
D.
Lisa Lu
Lisa Lu is a Chinese-American actress known for her distinguished film and television career spanning both Hollywood and Chinese cinema, including a prominent role in "Crazy Rich Asians."
-
E.
Lisa Ling
Lisa Ling is an American journalist, television presenter, and author known for her in-depth reporting and documentary work on social, cultural, and global issues.
- 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: Julie Su (acting) Triple: [Marty Walsh, succeededByAsUnitedStatesSecretaryOfLabor, Julie Su (acting)]
Generated description
Julie Su is an American attorney and labor official who has served as the acting United States Secretary of Labor in the Biden administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julie Su (acting) Target entity description: Julie Su is an American attorney and labor official who has served as the acting United States Secretary of Labor in the Biden administration.
-
A.
Julia Hsu
Julia Hsu is an actress best known for her role as Soo-Yung, the kidnapped daughter of a Chinese consul, in the action-comedy film "Rush Hour."
-
B.
Jennifer Lien
Jennifer Lien is an American actress best known for her role as Kes on the television series "Star Trek: Voyager."
-
C.
Hana Mae Lee
Hana Mae Lee is an American actress, comedian, and fashion designer best known for her role as Lilly in the Pitch Perfect film series.
-
D.
Lisa Lu
Lisa Lu is a Chinese-American actress known for her distinguished film and television career spanning both Hollywood and Chinese cinema, including a prominent role in "Crazy Rich Asians."
-
E.
Lisa Ling
Lisa Ling is an American journalist, television presenter, and author known for her in-depth reporting and documentary work on social, cultural, and global issues.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: succeededByAsUnitedStatesSecretaryOfLabor Context triple: [Marty Walsh, succeededByAsUnitedStatesSecretaryOfLabor, Julie Su (acting)]
-
A.
succeededByAsSecretaryOfHEW
Indicates that one person was followed in the role of Secretary of Health, Education, and Welfare (HEW) by another specific person.
-
B.
succeededByAsSecretaryOfCommerce
Indicates that one person directly followed another in holding the position of Secretary of Commerce.
-
C.
succeededBy (U.S. Secretary of Education)
Indicates the person who directly followed a given U.S. Secretary of Education in holding that office.
-
D.
succeededByAsSecretaryOfTransportation
Indicates that one person or entity directly followed another in holding the position of Secretary of Transportation.
-
E.
succeededInOfficeAsSecretaryOfTheTreasury
Indicates that one person directly followed another in holding the position of Secretary of the Treasury.
- F. None of above. chosen
Provenance (7 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_69d8dd06a26481908039e2a1bae8c597 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e391f00c8190881a5977dd3728ed |
completed | April 20, 2026, 8:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05dda214948190a7b1c37e4d823267 |
completed | May 14, 2026, 2:35 p.m. |
| NEDg | Description generation | batch_6a05dfd00d1081908086212708501c8f |
completed | May 14, 2026, 2:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e0f25e2481909ddd3f2181b784ea |
completed | May 14, 2026, 2:49 p.m. |
| PD | Predicate disambiguation | batch_69e4b9ac41848190afd0f33b42cebe99 |
completed | April 19, 2026, 11:17 a.m. |
| PDg | Predicate description generation | batch_69e4bfe8a06081909fd5c28a33e9f218 |
completed | April 19, 2026, 11:43 a.m. |
Created at: April 10, 2026, 12:04 p.m.