Triple
T3021237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lord I Need You |
E82459
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Mark Williams
Mark Williams is a Christian songwriter known for co-writing the contemporary worship song "Lord I Need You."
|
E320755
|
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: Mark Williams | Statement: [Lord I Need You, writer, Mark Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Williams Context triple: [Lord I Need You, writer, Mark Williams]
-
A.
Mark Williams
Mark Williams is a British actor best known for playing Arthur Weasley in the Harry Potter film series.
-
B.
Jonathan Williams
Jonathan Williams was an American poet, publisher, and founder of the Jargon Society, closely associated with the experimental Black Mountain poetry movement.
-
C.
Mark Watson
Mark Watson is an American economist known for his influential work on macroeconomic fluctuations and coining the term "Great Moderation" to describe the period of reduced volatility in economic output and inflation.
-
D.
Danny Williams
Danny Williams was a British pop singer best known for his 1961 hit rendition of "Moon River."
-
E.
Patrick Williams
Patrick Williams was an American composer, arranger, and conductor renowned for his work in film, television, and jazz.
- 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: Mark Williams Triple: [Lord I Need You, writer, Mark Williams]
Generated description
Mark Williams is a Christian songwriter known for co-writing the contemporary worship song "Lord I Need You."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Williams Target entity description: Mark Williams is a Christian songwriter known for co-writing the contemporary worship song "Lord I Need You."
-
A.
Mark Williams
Mark Williams is a British actor best known for playing Arthur Weasley in the Harry Potter film series.
-
B.
Jonathan Williams
Jonathan Williams was an American poet, publisher, and founder of the Jargon Society, closely associated with the experimental Black Mountain poetry movement.
-
C.
Mark Watson
Mark Watson is an American economist known for his influential work on macroeconomic fluctuations and coining the term "Great Moderation" to describe the period of reduced volatility in economic output and inflation.
-
D.
Danny Williams
Danny Williams was a British pop singer best known for his 1961 hit rendition of "Moon River."
-
E.
Patrick Williams
Patrick Williams was an American composer, arranger, and conductor renowned for his work in film, television, and jazz.
- 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_69ad8b1fb34081908c1b873e2b7273e1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a951e688190b3e35909affd3bfd |
completed | March 8, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1deac96b48190a65799e35a7b166e |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1e2d8b54081908e73fbcc0062eacb |
completed | March 11, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e32f85e08190b6355ab4681b11e8 |
completed | March 11, 2026, 9:48 p.m. |
Created at: March 8, 2026, 3 p.m.