Triple
T20662783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herbert H. Clark |
E507798
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Referring as a Collaborative Process
Referring as a Collaborative Process is a seminal work in psycholinguistics that analyzes how speakers and listeners jointly establish and refine referring expressions during conversation.
|
E1444440
|
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: Referring as a Collaborative Process | Statement: [Herbert H. Clark, hasWritten, Referring as a Collaborative Process]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Referring as a Collaborative Process Context triple: [Herbert H. Clark, hasWritten, Referring as a Collaborative Process]
-
A.
The Collaborative Habit
The Collaborative Habit is a book by choreographer Twyla Tharp that explores how to build and sustain effective creative partnerships and teamwork.
-
B.
Centre for Collaboration with Collaboration Networks
The Centre for Collaboration with Collaboration Networks is a specialized unit within the Norwegian Institute of Public Health that focuses on fostering and coordinating research and knowledge-sharing partnerships across public health networks.
-
C.
The Process
The Process refers to the Philadelphia 76ers’ long-term rebuilding strategy in the mid-2010s, characterized by deliberate losing to accumulate draft picks and young talent under then–general manager Sam Hinkie.
-
D.
The Process
"The Process" is a track from Bon Jovi's 2002 rock album "Bounce."
-
E.
Centre for Collaboration with Stakeholder Networks
The Centre for Collaboration with Stakeholder Networks is a unit within the Norwegian Institute of Public Health that facilitates cooperation and knowledge exchange between public health authorities and relevant stakeholders.
- 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: Referring as a Collaborative Process Triple: [Herbert H. Clark, hasWritten, Referring as a Collaborative Process]
Generated description
Referring as a Collaborative Process is a seminal work in psycholinguistics that analyzes how speakers and listeners jointly establish and refine referring expressions during conversation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Referring as a Collaborative Process Target entity description: Referring as a Collaborative Process is a seminal work in psycholinguistics that analyzes how speakers and listeners jointly establish and refine referring expressions during conversation.
-
A.
The Collaborative Habit
The Collaborative Habit is a book by choreographer Twyla Tharp that explores how to build and sustain effective creative partnerships and teamwork.
-
B.
Centre for Collaboration with Collaboration Networks
The Centre for Collaboration with Collaboration Networks is a specialized unit within the Norwegian Institute of Public Health that focuses on fostering and coordinating research and knowledge-sharing partnerships across public health networks.
-
C.
The Process
The Process refers to the Philadelphia 76ers’ long-term rebuilding strategy in the mid-2010s, characterized by deliberate losing to accumulate draft picks and young talent under then–general manager Sam Hinkie.
-
D.
The Process
"The Process" is a track from Bon Jovi's 2002 rock album "Bounce."
-
E.
Centre for Collaboration with Stakeholder Networks
The Centre for Collaboration with Stakeholder Networks is a unit within the Norwegian Institute of Public Health that facilitates cooperation and knowledge exchange between public health authorities and relevant stakeholders.
- 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_69e0b4c059bc81908ea762cd73ea4424 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b2f4872481908858eb88ce89dd47 |
completed | April 20, 2026, 11:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08cd5afe5081909e20b796dd9f0908 |
completed | May 16, 2026, 8:02 p.m. |
| NEDg | Description generation | batch_6a08d175206c8190b119bb1a2d06462f |
completed | May 16, 2026, 8:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08d293523c8190aaa01c6c73c9afd5 |
completed | May 16, 2026, 8:24 p.m. |
Created at: April 16, 2026, 11:44 a.m.