Triple
T9554296
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshalls |
E230501
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Bernard Goldston
Bernard Goldston is an entrepreneur best known as the founder of the American off-price department store chain Marshalls.
|
E851251
|
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: Bernard Goldston | Statement: [Marshalls, foundedBy, Bernard Goldston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernard Goldston Context triple: [Marshalls, foundedBy, Bernard Goldston]
-
A.
Bernard Goldstein
Bernard Goldstein is a notable individual whose achievements or prominence have made the surname Goldstein particularly recognized.
-
B.
Melvyn Goldstein
Melvyn Goldstein is an American anthropologist and Tibetologist renowned for his extensive research and publications on Tibetan society, history, and language.
-
C.
William Goldenberg
William Goldenberg is an American film editor known for his work on numerous acclaimed movies, including several collaborations with directors like Michael Mann and Ben Affleck.
-
D.
Gil Goldschein
Gil Goldschein is a television producer and media executive best known for his work on reality TV series, including projects in the Kardashian franchise.
-
E.
Henry M. Goldman
Henry M. Goldman was a prominent American dentist and academic leader recognized for his pioneering contributions to dental education and research.
- 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: Bernard Goldston Triple: [Marshalls, foundedBy, Bernard Goldston]
Generated description
Bernard Goldston is an entrepreneur best known as the founder of the American off-price department store chain Marshalls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bernard Goldston Target entity description: Bernard Goldston is an entrepreneur best known as the founder of the American off-price department store chain Marshalls.
-
A.
Bernard Goldstein
Bernard Goldstein is a notable individual whose achievements or prominence have made the surname Goldstein particularly recognized.
-
B.
Melvyn Goldstein
Melvyn Goldstein is an American anthropologist and Tibetologist renowned for his extensive research and publications on Tibetan society, history, and language.
-
C.
William Goldenberg
William Goldenberg is an American film editor known for his work on numerous acclaimed movies, including several collaborations with directors like Michael Mann and Ben Affleck.
-
D.
Gil Goldschein
Gil Goldschein is a television producer and media executive best known for his work on reality TV series, including projects in the Kardashian franchise.
-
E.
Henry M. Goldman
Henry M. Goldman was a prominent American dentist and academic leader recognized for his pioneering contributions to dental education and research.
- 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_69ca847d3be8819099c9dad2a7e786f1 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd992412148190b092bd9918764d5f |
completed | April 1, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f69ad0448190a2f472555384f0be |
completed | April 9, 2026, 12:45 a.m. |
| NEDg | Description generation | batch_69d6fa2bb2ec8190aa099988a6c225eb |
completed | April 9, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6fd10dbc08190a297073e1b737566 |
completed | April 9, 2026, 1:12 a.m. |
Created at: March 30, 2026, 8:02 p.m.