Triple

T15731756
Position Surface form Disambiguated ID Type / Status
Subject Lovington, New Mexico E381362 entity
Predicate namedFor P63 FINISHED
Object James F. Loving
James F. Loving was an American cattleman and early ranching figure in New Mexico after whom the town of Lovington was named.
E1174476 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 F. Loving | Statement: [Lovington, New Mexico, namedFor, James F. Loving]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James F. Loving
Context triple: [Lovington, New Mexico, namedFor, James F. Loving]
  • A. James E. Cheek
    James E. Cheek was an American educator and theologian best known for serving as president of Howard University from 1969 to 1989.
  • B. William Henry Furman
    William Henry Furman was the defendant in the landmark U.S. Supreme Court case Furman v. Georgia, which led to a temporary halt of capital punishment nationwide in 1972.
  • C. Richard T. Rives
    Richard T. Rives was a U.S. federal appellate judge known for his influential civil rights decisions during the mid-20th century, particularly in cases challenging racial segregation in the American South.
  • D. John H. Jones
    John H. Jones was an individual of sufficient local or historical significance to be recognized as a notable burial at Harleigh Cemetery in Camden, New Jersey.
  • E. Lawrence Douglas Wilder
    Lawrence Douglas Wilder is an American politician and lawyer who became the first elected African American governor in U.S. history, serving as governor of Virginia from 1990 to 1994.
  • 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 F. Loving
Triple: [Lovington, New Mexico, namedFor, James F. Loving]
Generated description
James F. Loving was an American cattleman and early ranching figure in New Mexico after whom the town of Lovington was named.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James F. Loving
Target entity description: James F. Loving was an American cattleman and early ranching figure in New Mexico after whom the town of Lovington was named.
  • A. James E. Cheek
    James E. Cheek was an American educator and theologian best known for serving as president of Howard University from 1969 to 1989.
  • B. William Henry Furman
    William Henry Furman was the defendant in the landmark U.S. Supreme Court case Furman v. Georgia, which led to a temporary halt of capital punishment nationwide in 1972.
  • C. Richard T. Rives
    Richard T. Rives was a U.S. federal appellate judge known for his influential civil rights decisions during the mid-20th century, particularly in cases challenging racial segregation in the American South.
  • D. John H. Jones
    John H. Jones was an individual of sufficient local or historical significance to be recognized as a notable burial at Harleigh Cemetery in Camden, New Jersey.
  • E. Lawrence Douglas Wilder
    Lawrence Douglas Wilder is an American politician and lawyer who became the first elected African American governor in U.S. history, serving as governor of Virginia from 1990 to 1994.
  • 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_69d86d9cdb648190bf3171be0bd7d872 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04fd3614481908b2694b1d3550058 completed April 16, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82fed7888190b45f28ac91e0079e completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83b7a534819090e24491579376c3 completed May 9, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_69ff844fa00c8190a47eb46394db097b completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 4:46 a.m.