Triple

T17007590
Position Surface form Disambiguated ID Type / Status
Subject Dynamics of Polymeric Liquids E412610 entity
Predicate isKnownAs P39 FINISHED
Object Bird–Armstrong–Hassager
Bird–Armstrong–Hassager is a foundational multi-volume reference work on the theory and rheology of polymeric liquids, widely used by researchers and engineers in polymer science and fluid mechanics.
 E1244539 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: Bird–Armstrong–Hassager | Statement: [Dynamics of Polymeric Liquids, isKnownAs, Bird–Armstrong–Hassager]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bird–Armstrong–Hassager
Context triple: [Dynamics of Polymeric Liquids, isKnownAs, Bird–Armstrong–Hassager]
  • A. Cochrane-Johnstone
    Cochrane-Johnstone is a British surname historically associated with the naval officer and politician Andrew Cochrane-Johnstone and the wider Cochrane family.
  • B. Armstrong-Jones
    Armstrong-Jones is a British aristocratic surname most prominently associated with the family of the Earls of Snowdon and their close ties to the royal family.
  • C. Thorson–Brom–Broshar–Snyder
    Thorson–Brom–Broshar–Snyder is an architectural firm known for designing large public and athletic facilities in the United States.
  • D. Muirhead
    Muirhead is a small village in North Lanarkshire, Scotland, situated near Glasgow and known primarily as a residential commuter community.
  • E. Muirhead
    Muirhead is a small village in the Angus council area of Scotland, known for its residential character and proximity to Dundee.
  • 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: Bird–Armstrong–Hassager
Triple: [Dynamics of Polymeric Liquids, isKnownAs, Bird–Armstrong–Hassager]
Generated description
Bird–Armstrong–Hassager is a foundational multi-volume reference work on the theory and rheology of polymeric liquids, widely used by researchers and engineers in polymer science and fluid mechanics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bird–Armstrong–Hassager
Target entity description: Bird–Armstrong–Hassager is a foundational multi-volume reference work on the theory and rheology of polymeric liquids, widely used by researchers and engineers in polymer science and fluid mechanics.
  • A. Cochrane-Johnstone
    Cochrane-Johnstone is a British surname historically associated with the naval officer and politician Andrew Cochrane-Johnstone and the wider Cochrane family.
  • B. Armstrong-Jones
    Armstrong-Jones is a British aristocratic surname most prominently associated with the family of the Earls of Snowdon and their close ties to the royal family.
  • C. Thorson–Brom–Broshar–Snyder
    Thorson–Brom–Broshar–Snyder is an architectural firm known for designing large public and athletic facilities in the United States.
  • D. Muirhead
    Muirhead is a small village in North Lanarkshire, Scotland, situated near Glasgow and known primarily as a residential commuter community.
  • E. Muirhead
    Muirhead is a small village in the Angus council area of Scotland, known for its residential character and proximity to Dundee.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d3841e48819086dbc383cb4b1c16 completed April 18, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc222d108190934ef2b3aa46aa22 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d7d03c8190943777f4eac956fd completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a01159a08b081908fc82adc7cca532a completed May 10, 2026, 11:32 p.m.
Created at: April 10, 2026, 5:32 a.m.