Triple
T20385421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | It Had to Be You |
E497945
|
entity |
| Predicate | firstPublisher |
P7323
|
FINISHED |
| Object |
Waterson, Berlin & Snyder, Inc.
Waterson, Berlin & Snyder, Inc. was an early 20th-century American music publishing company known for issuing popular songs from the Tin Pan Alley era.
|
E1428665
|
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: Waterson, Berlin & Snyder, Inc. | Statement: [It Had to Be You, firstPublisher, Waterson, Berlin & Snyder, Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waterson, Berlin & Snyder, Inc. Context triple: [It Had to Be You, firstPublisher, Waterson, Berlin & Snyder, Inc.]
-
A.
Weber Hofer Partner
Weber Hofer Partner is an architectural firm known for designing contemporary cultural buildings, including the Lentos Art Museum in Linz, Austria.
-
B.
Wernher, Beit & Co.
Wernher, Beit & Co. was a prominent late 19th- and early 20th-century British-based mining finance house heavily involved in South African diamond and gold ventures.
-
C.
Huber, Hunt & Nichols
Huber, Hunt & Nichols was a major American construction firm known for building large-scale projects such as sports stadiums and arenas.
-
D.
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.
-
E.
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.
- 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: Waterson, Berlin & Snyder, Inc. Triple: [It Had to Be You, firstPublisher, Waterson, Berlin & Snyder, Inc.]
Generated description
Waterson, Berlin & Snyder, Inc. was an early 20th-century American music publishing company known for issuing popular songs from the Tin Pan Alley era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waterson, Berlin & Snyder, Inc. Target entity description: Waterson, Berlin & Snyder, Inc. was an early 20th-century American music publishing company known for issuing popular songs from the Tin Pan Alley era.
-
A.
Weber Hofer Partner
Weber Hofer Partner is an architectural firm known for designing contemporary cultural buildings, including the Lentos Art Museum in Linz, Austria.
-
B.
Wernher, Beit & Co.
Wernher, Beit & Co. was a prominent late 19th- and early 20th-century British-based mining finance house heavily involved in South African diamond and gold ventures.
-
C.
Huber, Hunt & Nichols
Huber, Hunt & Nichols was a major American construction firm known for building large-scale projects such as sports stadiums and arenas.
-
D.
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.
-
E.
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.
- 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_69e0b4a71ebc8190b153a36c738730f4 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6790a31a4819099b2e6df2bafe547 |
completed | April 20, 2026, 7:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0876199fc0819094b5189848659803 |
completed | May 16, 2026, 1:50 p.m. |
| NEDg | Description generation | batch_6a087754af1481909a8ffa042aad2f42 |
completed | May 16, 2026, 1:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0877dcf9548190bd42db7a54aea824 |
completed | May 16, 2026, 1:57 p.m. |
Created at: April 16, 2026, 11:28 a.m.