Triple

T17757725
Position Surface form Disambiguated ID Type / Status
Subject Headland, Alabama E443287 entity
Predicate hasMayor P185 FINISHED
Object Ray Marler
Ray Marler is a local political figure who serves as the mayor of Headland, Alabama.
 E1296672 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: Ray Marler | Statement: [Headland, Alabama, hasMayor, Ray Marler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ray Marler
Context triple: [Headland, Alabama, hasMayor, Ray Marler]
  • A. Luke Stoughton
    Luke Stoughton was an early settler and prominent local figure after whom the city of Stoughton, Wisconsin, was named.
  • B. Darryl Hickman
    Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
  • C. Michael Malthouse
    Michael "Mick" Malthouse is a prominent Australian rules football coach and former player, best known for his long and successful coaching career in the AFL with clubs including West Coast, Collingwood, and Carlton.
  • D. Justin Wilkes
    Justin Wilkes is a television producer and creator known for developing the series "Mars" and other documentary and scripted projects.
  • E. Ryan Merriman
    Ryan Merriman is an American actor best known for his roles in films like "Final Destination 3" and several Disney Channel movies, as well as television series such as "Pretty Little Liars."
  • 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: Ray Marler
Triple: [Headland, Alabama, hasMayor, Ray Marler]
Generated description
Ray Marler is a local political figure who serves as the mayor of Headland, Alabama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ray Marler
Target entity description: Ray Marler is a local political figure who serves as the mayor of Headland, Alabama.
  • A. Luke Stoughton
    Luke Stoughton was an early settler and prominent local figure after whom the city of Stoughton, Wisconsin, was named.
  • B. Darryl Hickman
    Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
  • C. Michael Malthouse
    Michael "Mick" Malthouse is a prominent Australian rules football coach and former player, best known for his long and successful coaching career in the AFL with clubs including West Coast, Collingwood, and Carlton.
  • D. Justin Wilkes
    Justin Wilkes is a television producer and creator known for developing the series "Mars" and other documentary and scripted projects.
  • E. Ryan Merriman
    Ryan Merriman is an American actor best known for his roles in films like "Final Destination 3" and several Disney Channel movies, as well as television series such as "Pretty Little Liars."
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4841fe97881908f4df503fb781763 completed April 19, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03211d93e081909aaa6287be791407 completed May 12, 2026, 12:46 p.m.
NEDg Description generation batch_6a032261fd1081909ba0b04db93d16da completed May 12, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_6a03232d682c8190bb9b8773609c83c2 completed May 12, 2026, 12:55 p.m.
Created at: April 10, 2026, 10:10 a.m.