Triple
T16196818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lyndon Lea |
E393081
|
entity |
| Predicate | workedAt |
P7
|
FINISHED |
| Object |
Hicks, Muse, Tate & Furst
Hicks, Muse, Tate & Furst was a prominent American private equity firm known for leveraged buyouts and investments in media, communications, and consumer businesses.
|
E1198751
|
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: Hicks, Muse, Tate & Furst | Statement: [Lyndon Lea, workedAt, Hicks, Muse, Tate & Furst]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hicks, Muse, Tate & Furst Context triple: [Lyndon Lea, workedAt, Hicks, Muse, Tate & Furst]
-
A.
Harrison, Abramovitz & Abbe
Harrison, Abramovitz & Abbe was a prominent mid-20th-century American architectural firm known for designing major modernist skyscrapers and corporate buildings.
-
B.
Schuyler, Knobloch & Overstreet
Schuyler, Knobloch & Overstreet was an American country music songwriting and recording trio active in the 1980s, known for crafting hits for themselves and other artists in Nashville.
-
C.
Schlesinger & Mayer
Schlesinger & Mayer was a prominent Chicago department store whose flagship building later became known as the Sullivan Center.
-
D.
Foster & McElroy
Foster & McElroy is an American songwriting and production duo best known for their work in late-1980s and early-1990s R&B and new jack swing, including developing and producing acts like En Vogue.
-
E.
Howard, Needles, Tammen & Bergendoff
Howard, Needles, Tammen & Bergendoff was the original name of what is now HNTB, a major American infrastructure design and engineering firm known for its work on transportation and public works projects.
- 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: Hicks, Muse, Tate & Furst Triple: [Lyndon Lea, workedAt, Hicks, Muse, Tate & Furst]
Generated description
Hicks, Muse, Tate & Furst was a prominent American private equity firm known for leveraged buyouts and investments in media, communications, and consumer businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hicks, Muse, Tate & Furst Target entity description: Hicks, Muse, Tate & Furst was a prominent American private equity firm known for leveraged buyouts and investments in media, communications, and consumer businesses.
-
A.
Harrison, Abramovitz & Abbe
Harrison, Abramovitz & Abbe was a prominent mid-20th-century American architectural firm known for designing major modernist skyscrapers and corporate buildings.
-
B.
Schuyler, Knobloch & Overstreet
Schuyler, Knobloch & Overstreet was an American country music songwriting and recording trio active in the 1980s, known for crafting hits for themselves and other artists in Nashville.
-
C.
Schlesinger & Mayer
Schlesinger & Mayer was a prominent Chicago department store whose flagship building later became known as the Sullivan Center.
-
D.
Foster & McElroy
Foster & McElroy is an American songwriting and production duo best known for their work in late-1980s and early-1990s R&B and new jack swing, including developing and producing acts like En Vogue.
-
E.
Howard, Needles, Tammen & Bergendoff
Howard, Needles, Tammen & Bergendoff was the original name of what is now HNTB, a major American infrastructure design and engineering firm known for its work on transportation and public works projects.
- 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_69d87f1e49ac8190a311b54d32990576 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e222dace848190b1a98e47333b922b |
completed | April 17, 2026, 12:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffff0f352081908324783743e47029 |
completed | May 10, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_6a00003d347481908285b2253fd20ac1 |
completed | May 10, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0000adc1b08190abbafcabb4ebc079 |
completed | May 10, 2026, 3:51 a.m. |
Created at: April 10, 2026, 5:02 a.m.