Triple
T12425622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Expend4bles |
E296890
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
James William Ballard
James William Ballard is an actor known for appearing in the action film "Expend4bles."
|
E980586
|
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: James William Ballard | Statement: [Expend4bles, hasCastMember, James William Ballard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James William Ballard Context triple: [Expend4bles, hasCastMember, James William Ballard]
-
A.
Russ Ballard
Russ Ballard is an English singer, songwriter, and musician best known for writing hit songs for artists like Argent, Rainbow, and Kiss, as well as for his own solo work.
-
B.
Paul Ballard
Paul Ballard is a determined FBI agent in the television series "Dollhouse" who becomes obsessed with uncovering the truth behind the mysterious Dollhouse organization.
-
C.
Andrew J. Ballard
Andrew J. Ballard is a scientific researcher and co-author of a 2021 Nature publication by Jumper et al., likely contributing to advances in computational biology or protein structure prediction.
-
D.
Richard Bristow
Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
-
E.
James Heald
James Heald was a notable figure significant enough in South African or local colonial history to have the settlement of Healdtown near Fort Beaufort named in his honor.
- 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: James William Ballard Triple: [Expend4bles, hasCastMember, James William Ballard]
Generated description
James William Ballard is an actor known for appearing in the action film "Expend4bles."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James William Ballard Target entity description: James William Ballard is an actor known for appearing in the action film "Expend4bles."
-
A.
Russ Ballard
Russ Ballard is an English singer, songwriter, and musician best known for writing hit songs for artists like Argent, Rainbow, and Kiss, as well as for his own solo work.
-
B.
Paul Ballard
Paul Ballard is a determined FBI agent in the television series "Dollhouse" who becomes obsessed with uncovering the truth behind the mysterious Dollhouse organization.
-
C.
Andrew J. Ballard
Andrew J. Ballard is a scientific researcher and co-author of a 2021 Nature publication by Jumper et al., likely contributing to advances in computational biology or protein structure prediction.
-
D.
Richard Bristow
Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
-
E.
James Heald
James Heald was a notable figure significant enough in South African or local colonial history to have the settlement of Healdtown near Fort Beaufort named in his honor.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d7b6bd08190b30beba393a5b1e7 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6349716fc8190997b54a50d29827a |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f6356ce3f4819087d1703db655cbb4 |
completed | May 2, 2026, 5:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63693f5c881909a9683a0c6a68739 |
completed | May 2, 2026, 5:38 p.m. |
Created at: April 8, 2026, 9:55 p.m.