Triple

T21821532
Position Surface form Disambiguated ID Type / Status
Subject Department of Urban Planning E538738 entity
Predicate offersDegree P49 FINISHED
Object MURP
MURP is a professional graduate degree in urban and regional planning that prepares students to design, manage, and improve cities and communities.
 E1504085 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: MURP | Statement: [Department of Urban Planning, offersDegree, MURP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MURP
Context triple: [Department of Urban Planning, offersDegree, MURP]
  • A. MUR
    MUR is the Italian Ministry responsible for national policies on universities, higher education, and scientific and technological research.
  • B. MUR
    MUR was a major French Resistance movement during World War II that unified several underground groups opposing the Nazi occupation and the Vichy regime.
  • C. MUR
    MUR is the stock ticker symbol for Murray & Roberts Holdings Ltd, a South African engineering and construction services company listed on the Johannesburg Stock Exchange.
  • D. The Murp
    The Murp is a member of the short-lived heavy metal project Kryst the Conqueror, formed by former Misfits members in the late 1980s.
  • E. MURR
    MURR is a high-power research nuclear reactor at the University of Missouri used for scientific research, isotope production, and educational purposes.
  • 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: MURP
Triple: [Department of Urban Planning, offersDegree, MURP]
Generated description
MURP is a professional graduate degree in urban and regional planning that prepares students to design, manage, and improve cities and communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MURP
Target entity description: MURP is a professional graduate degree in urban and regional planning that prepares students to design, manage, and improve cities and communities.
  • A. MUR
    MUR is the Italian Ministry responsible for national policies on universities, higher education, and scientific and technological research.
  • B. MUR
    MUR was a major French Resistance movement during World War II that unified several underground groups opposing the Nazi occupation and the Vichy regime.
  • C. MUR
    MUR is the stock ticker symbol for Murray & Roberts Holdings Ltd, a South African engineering and construction services company listed on the Johannesburg Stock Exchange.
  • D. The Murp
    The Murp is a member of the short-lived heavy metal project Kryst the Conqueror, formed by former Misfits members in the late 1980s.
  • E. MURR
    MURR is a high-power research nuclear reactor at the University of Missouri used for scientific research, isotope production, and educational purposes.
  • 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_69e0c475038c8190abb9b1a20eb8ff50 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0912e432481909045d00a61daa767 completed April 28, 2026, 10:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a45e300e48190bf242b2929a5445b completed May 17, 2026, 10:49 p.m.
NEDg Description generation batch_6a0a46c771348190aa1fa8b3b8fcac3f completed May 17, 2026, 10:52 p.m.
NED2 Entity disambiguation (via description) batch_6a0a47bf44c881908504b2537649adf6 completed May 17, 2026, 10:57 p.m.
Created at: April 16, 2026, 6:54 p.m.