Triple
T14187085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard F. Heck |
E351605
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Heck
Heck is a surname most notably associated with Richard F. Heck, the Nobel Prize–winning chemist known for the Heck reaction in organic chemistry.
|
E1086300
|
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: Heck | Statement: [Richard F. Heck, familyName, Heck]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heck Context triple: [Richard F. Heck, familyName, Heck]
-
A.
Hick
Hick is a 2011 coming-of-age drama film about a young Nebraska girl who hitchhikes to Las Vegas and encounters a series of dangerous and transformative experiences.
-
B.
Yank
Yank is a central character in John Patrick's wartime drama "The Hasty Heart," portrayed as a tough, emotionally guarded American soldier whose interactions with fellow patients reveal his vulnerability and capacity for friendship.
-
C.
Heckerling
Heckerling is the surname of American film director and screenwriter Amy Heckerling, known for works like "Fast Times at Ridgemont High" and "Clueless."
-
D.
Heckman
Heckman is a surname most prominently associated with Nobel Prize–winning economist James J. Heckman, known for his work on econometrics and labor economics.
-
E.
Dakiti
"Dakiti" is a globally popular reggaeton track by Puerto Rican artist Bad Bunny, known for its smooth, atmospheric production and chart-topping success.
- 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: Heck Triple: [Richard F. Heck, familyName, Heck]
Generated description
Heck is a surname most notably associated with Richard F. Heck, the Nobel Prize–winning chemist known for the Heck reaction in organic chemistry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heck Target entity description: Heck is a surname most notably associated with Richard F. Heck, the Nobel Prize–winning chemist known for the Heck reaction in organic chemistry.
-
A.
Hick
Hick is a 2011 coming-of-age drama film about a young Nebraska girl who hitchhikes to Las Vegas and encounters a series of dangerous and transformative experiences.
-
B.
Yank
Yank is a central character in John Patrick's wartime drama "The Hasty Heart," portrayed as a tough, emotionally guarded American soldier whose interactions with fellow patients reveal his vulnerability and capacity for friendship.
-
C.
Heckerling
Heckerling is the surname of American film director and screenwriter Amy Heckerling, known for works like "Fast Times at Ridgemont High" and "Clueless."
-
D.
Heckman
Heckman is a surname most prominently associated with Nobel Prize–winning economist James J. Heckman, known for his work on econometrics and labor economics.
-
E.
Dakiti
"Dakiti" is a globally popular reggaeton track by Puerto Rican artist Bad Bunny, known for its smooth, atmospheric production and chart-topping success.
- 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_69d8278834a08190b0f1784e58d7b99c |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61de509881908967ef5031f2a8d9 |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd19433dc08190b4d2f1aef1b2d67d |
completed | May 7, 2026, 10:59 p.m. |
| NEDg | Description generation | batch_69fd1ad65b608190b325c82347a3d8b3 |
completed | May 7, 2026, 11:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd1b68e8288190a9e9e3d855ed2719 |
completed | May 7, 2026, 11:08 p.m. |
Created at: April 10, 2026, 1:03 a.m.