Triple
T2128783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chambers |
E46486
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Oswald Chambers
Oswald Chambers was a Scottish evangelist and teacher best known for his devotional classic "My Utmost for His Highest."
|
E237800
|
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: Oswald Chambers | Statement: [Chambers, hasNotableBearer, Oswald Chambers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oswald Chambers Context triple: [Chambers, hasNotableBearer, Oswald Chambers]
-
A.
Martyn Lloyd-Jones
Martyn Lloyd-Jones was a prominent 20th-century Welsh Protestant minister and influential Reformed evangelical preacher best known for his long pastorate at Westminster Chapel in London and his expository Bible teaching.
-
B.
R. A. Torrey
R. A. Torrey was an American evangelist, pastor, educator, and author known for his leadership in the Bible conference movement and his influential writings on Christian doctrine and prayer.
-
C.
John Collee
John Collee is a Scottish screenwriter and former physician best known for co-writing major films such as "Master and Commander: The Far Side of the World," "Happy Feet," and "Hotel Mumbai."
-
D.
John Piper
John Piper is an American Reformed Baptist pastor and theologian known for his emphasis on Christian hedonism and the supremacy of God in all things.
-
E.
J. I. Packer
J. I. Packer was a prominent 20th-century evangelical theologian and author, best known for his influential book "Knowing God" and his role in shaping modern Reformed evangelical thought.
- 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: Oswald Chambers Triple: [Chambers, hasNotableBearer, Oswald Chambers]
Generated description
Oswald Chambers was a Scottish evangelist and teacher best known for his devotional classic "My Utmost for His Highest."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oswald Chambers Target entity description: Oswald Chambers was a Scottish evangelist and teacher best known for his devotional classic "My Utmost for His Highest."
-
A.
Martyn Lloyd-Jones
Martyn Lloyd-Jones was a prominent 20th-century Welsh Protestant minister and influential Reformed evangelical preacher best known for his long pastorate at Westminster Chapel in London and his expository Bible teaching.
-
B.
R. A. Torrey
R. A. Torrey was an American evangelist, pastor, educator, and author known for his leadership in the Bible conference movement and his influential writings on Christian doctrine and prayer.
-
C.
John Collee
John Collee is a Scottish screenwriter and former physician best known for co-writing major films such as "Master and Commander: The Far Side of the World," "Happy Feet," and "Hotel Mumbai."
-
D.
John Piper
John Piper is an American Reformed Baptist pastor and theologian known for his emphasis on Christian hedonism and the supremacy of God in all things.
-
E.
J. I. Packer
J. I. Packer was a prominent 20th-century evangelical theologian and author, best known for his influential book "Knowing God" and his role in shaping modern Reformed evangelical thought.
- 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_69a88a1626548190ae59a5028c3baa8e |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbb7659f48190871cb27faf47e18a |
completed | March 7, 2026, 5:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51a36398819081df18cc18bc3456 |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae528634608190bf10e3abf5a2c2d9 |
completed | March 9, 2026, 4:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae536431bc8190b9f293d74046cb27 |
completed | March 9, 2026, 4:58 a.m. |
Created at: March 4, 2026, 7:44 p.m.