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.