Triple
T19107840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marty Walsh |
E467703
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Laborers' Union Local 223
Laborers' Union Local 223 is a Boston-based construction and general labor union affiliated with the Laborers' International Union of North America (LIUNA).
|
E1358750
|
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: Laborers' Union Local 223 | Statement: [Marty Walsh, employer, Laborers' Union Local 223]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laborers' Union Local 223 Context triple: [Marty Walsh, employer, Laborers' Union Local 223]
-
A.
Black Allied Workers' Union
The Black Allied Workers' Union was a South African trade union that emerged from the Black Consciousness Movement to organize and advocate for the rights of Black workers under apartheid.
-
B.
AFSCME Council 31
AFSCME Council 31 is the Illinois state council of the American Federation of State, County and Municipal Employees, a major public-sector labor union representing government and public service workers.
-
C.
Workers' Union
The Workers' Union was a British trade union that represented mainly unskilled and semi-skilled workers before being absorbed into the larger Transport and General Workers' Union.
-
D.
International Ladies' Garment Workers' Union
The International Ladies' Garment Workers' Union was a major American labor union that represented workers in the women's clothing industry and became known for its role in improving labor conditions and advocating for social justice in the 20th century.
-
E.
Communication Workers Union
The Communication Workers Union is a major British trade union representing employees in postal, telecommunications, and related industries.
- 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: Laborers' Union Local 223 Triple: [Marty Walsh, employer, Laborers' Union Local 223]
Generated description
Laborers' Union Local 223 is a Boston-based construction and general labor union affiliated with the Laborers' International Union of North America (LIUNA).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laborers' Union Local 223 Target entity description: Laborers' Union Local 223 is a Boston-based construction and general labor union affiliated with the Laborers' International Union of North America (LIUNA).
-
A.
Black Allied Workers' Union
The Black Allied Workers' Union was a South African trade union that emerged from the Black Consciousness Movement to organize and advocate for the rights of Black workers under apartheid.
-
B.
AFSCME Council 31
AFSCME Council 31 is the Illinois state council of the American Federation of State, County and Municipal Employees, a major public-sector labor union representing government and public service workers.
-
C.
Workers' Union
The Workers' Union was a British trade union that represented mainly unskilled and semi-skilled workers before being absorbed into the larger Transport and General Workers' Union.
-
D.
International Ladies' Garment Workers' Union
The International Ladies' Garment Workers' Union was a major American labor union that represented workers in the women's clothing industry and became known for its role in improving labor conditions and advocating for social justice in the 20th century.
-
E.
Communication Workers Union
The Communication Workers Union is a major British trade union representing employees in postal, telecommunications, and related industries.
- 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_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. |
Created at: April 10, 2026, 12:04 p.m.