Triple

T17458313
Position Surface form Disambiguated ID Type / Status
Subject Who Do You Love? E425087 entity
Predicate hasWriter P4244 FINISHED
Object James Giannos
James Giannos is a writer known for authoring the work titled "Who Do You Love?".
E1270606 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 Giannos | Statement: [Who Do You Love?, hasWriter, James Giannos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Giannos
Context triple: [Who Do You Love?, hasWriter, James Giannos]
  • A. Jimmy Giannos
    Jimmy Giannos is an author best known for writing the work titled "Intentions."
  • B. David Gianopoulos
    David Gianopoulos is an American actor known for his supporting roles in film and television, including a part in the horror sequel "Candyman: Farewell to the Flesh."
  • C. Michael Satrazemis
    Michael Satrazemis is a television director and producer best known for his extensive work in The Walking Dead franchise, including directing and producing various spin-off series.
  • D. Chris Potamitis
    Chris Potamitis is the fictional protagonist of the crime thriller film "Empire State," a security guard who becomes entangled in a major armored truck heist.
  • E. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • 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 Giannos
Triple: [Who Do You Love?, hasWriter, James Giannos]
Generated description
James Giannos is a writer known for authoring the work titled "Who Do You Love?".
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Giannos
Target entity description: James Giannos is a writer known for authoring the work titled "Who Do You Love?".
  • A. Jimmy Giannos
    Jimmy Giannos is an author best known for writing the work titled "Intentions."
  • B. David Gianopoulos
    David Gianopoulos is an American actor known for his supporting roles in film and television, including a part in the horror sequel "Candyman: Farewell to the Flesh."
  • C. Michael Satrazemis
    Michael Satrazemis is a television director and producer best known for his extensive work in The Walking Dead franchise, including directing and producing various spin-off series.
  • D. Chris Potamitis
    Chris Potamitis is the fictional protagonist of the crime thriller film "Empire State," a security guard who becomes entangled in a major armored truck heist.
  • E. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • 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_69d889db0ba481908402409af3b37917 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4514385e48190b97a257bb3d07d2d completed April 19, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01b820024c8190bd8f083b426f82f5 completed May 11, 2026, 11:06 a.m.
NEDg Description generation batch_6a01b90e68d08190be86aee8d6692ce1 completed May 11, 2026, 11:10 a.m.
NED2 Entity disambiguation (via description) batch_6a01b993324081908b561700bbeac11c completed May 11, 2026, 11:12 a.m.
Created at: April 10, 2026, 5:47 a.m.