Triple

T20121558
Position Surface form Disambiguated ID Type / Status
Subject Martin Campbell E490619 entity
Predicate spouse P13 FINISHED
Object Sol E. Romero
Sol E. Romero is the wife of New Zealand film director Martin Campbell, known for his work on James Bond and action-thriller movies.
E1413301 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: Sol E. Romero | Statement: [Martin Campbell, spouse, Sol E. Romero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sol E. Romero
Context triple: [Martin Campbell, spouse, Sol E. Romero]
  • A. Alex Romero
    Alex Romero is the tough but morally conflicted sheriff of White Pine Bay in the psychological horror TV series "Bates Motel."
  • B. James Royo
    James Royo is a music producer best known for his work on Ty Dolla $ign’s album "Beach House 3."
  • C. Esai Morales
    Esai Morales is an American actor known for his versatile roles in film and television, including prominent performances in series like NYPD Blue, Ozark, and Titans.
  • D. Ray Rojo
    Ray Rojo is a musician best known as a member of the American rock band The Boxmasters.
  • E. Jose Romero
    Jose Romero was a Filipino diplomat who served as a member of the Philippine delegation to the 1945 United Nations Conference on International Organization in San Francisco.
  • 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: Sol E. Romero
Triple: [Martin Campbell, spouse, Sol E. Romero]
Generated description
Sol E. Romero is the wife of New Zealand film director Martin Campbell, known for his work on James Bond and action-thriller movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sol E. Romero
Target entity description: Sol E. Romero is the wife of New Zealand film director Martin Campbell, known for his work on James Bond and action-thriller movies.
  • A. Alex Romero
    Alex Romero is the tough but morally conflicted sheriff of White Pine Bay in the psychological horror TV series "Bates Motel."
  • B. James Royo
    James Royo is a music producer best known for his work on Ty Dolla $ign’s album "Beach House 3."
  • C. Esai Morales
    Esai Morales is an American actor known for his versatile roles in film and television, including prominent performances in series like NYPD Blue, Ozark, and Titans.
  • D. Ray Rojo
    Ray Rojo is a musician best known as a member of the American rock band The Boxmasters.
  • E. Jose Romero
    Jose Romero was a Filipino diplomat who served as a member of the Philippine delegation to the 1945 United Nations Conference on International Organization in San Francisco.
  • 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_69da62636cc08190982cc71733a17b8d completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e6673e79dc81908fbd387c067fce79 completed April 20, 2026, 5:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082dd54c58819094d85cb8f110aece completed May 16, 2026, 8:41 a.m.
NEDg Description generation batch_6a082e57f8208190a5a6272288394323 completed May 16, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_6a08302457f8819091fbd2588c695f97 completed May 16, 2026, 8:51 a.m.
Created at: April 11, 2026, 11:30 p.m.