Triple

T1587326
Position Surface form Disambiguated ID Type / Status
Subject New Mexico E34095 entity
Predicate hasCity P316 FINISHED
Object Hobbs
Hobbs is a city in southeastern New Mexico known for its oil and gas industry and proximity to the Texas border.
 E180515 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: Hobbs | Statement: [New Mexico, hasCity, Hobbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hobbs
Context triple: [New Mexico, hasCity, Hobbs]
  • A. Slab City
    Slab City is an off-grid, largely lawless squatter community in the California desert known for its alternative lifestyle, artistic installations, and lack of formal infrastructure.
  • B. Jacktown
    Jacktown is a colloquial nickname commonly used to refer to the city of Jackson, Mississippi.
  • C. Roscoe
    "Roscoe" is an essay by Washington Irving, included in his collection *The Sketch Book of Geoffrey Crayon, Gent.*, that reflects on the life and character of English historian and writer William Roscoe.
  • D. Firebaugh
    Firebaugh is a small agricultural city in California’s San Joaquin Valley, known for its farming-based economy and rural community character.
  • E. Garrisonville
    Garrisonville is an unincorporated community and suburban area in Stafford County, Virginia, located along the I-95 corridor south of Washington, D.C.
  • 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: Hobbs
Triple: [New Mexico, hasCity, Hobbs]
Generated description
Hobbs is a city in southeastern New Mexico known for its oil and gas industry and proximity to the Texas border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hobbs
Target entity description: Hobbs is a city in southeastern New Mexico known for its oil and gas industry and proximity to the Texas border.
  • A. Slab City
    Slab City is an off-grid, largely lawless squatter community in the California desert known for its alternative lifestyle, artistic installations, and lack of formal infrastructure.
  • B. Jacktown
    Jacktown is a colloquial nickname commonly used to refer to the city of Jackson, Mississippi.
  • C. Roscoe
    "Roscoe" is an essay by Washington Irving, included in his collection *The Sketch Book of Geoffrey Crayon, Gent.*, that reflects on the life and character of English historian and writer William Roscoe.
  • D. Firebaugh
    Firebaugh is a small agricultural city in California’s San Joaquin Valley, known for its farming-based economy and rural community character.
  • E. Garrisonville
    Garrisonville is an unincorporated community and suburban area in Stafford County, Virginia, located along the I-95 corridor south of Washington, D.C.
  • 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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9090b3a20819098fdb5605ee739d7 completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad469b36548190b2bdf2324fbea30f completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad47189b388190acd217b2ba37533b completed March 8, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69ad47ffc5088190aeba84f6d92ff86f completed March 8, 2026, 9:57 a.m.
Created at: March 4, 2026, 7:27 p.m.