Triple
T17587743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heckman correction |
E428368
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Heckit
Heckit is an econometric method used to correct for sample selection bias in regression models, commonly associated with the Heckman correction procedure.
|
E1277257
|
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: Heckit | Statement: [Heckman correction, alsoKnownAs, Heckit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heckit Context triple: [Heckman correction, alsoKnownAs, Heckit]
-
A.
Iollas
Iollas was an ancient Macedonian nobleman, known primarily as a son of the powerful regent Antipater and for later being implicated in rumors surrounding Alexander the Great’s death.
-
B.
Lunanhead
Lunanhead is a small village in eastern Scotland situated within the Angus council area.
-
C.
Inishcottle
Inishcottle is a small island located within Clew Bay on the west coast of County Mayo, Ireland.
-
D.
Keills
Keills is a small village on the Scottish island of Islay, known for its rural coastal setting within the Inner Hebrides.
-
E.
Muckanaght
Muckanaght is a mountain peak in the Twelve Bens range of Connemara, County Galway, Ireland, popular with hikers for its rugged terrain and scenic views.
- 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: Heckit Triple: [Heckman correction, alsoKnownAs, Heckit]
Generated description
Heckit is an econometric method used to correct for sample selection bias in regression models, commonly associated with the Heckman correction procedure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heckit Target entity description: Heckit is an econometric method used to correct for sample selection bias in regression models, commonly associated with the Heckman correction procedure.
-
A.
Iollas
Iollas was an ancient Macedonian nobleman, known primarily as a son of the powerful regent Antipater and for later being implicated in rumors surrounding Alexander the Great’s death.
-
B.
Lunanhead
Lunanhead is a small village in eastern Scotland situated within the Angus council area.
-
C.
Inishcottle
Inishcottle is a small island located within Clew Bay on the west coast of County Mayo, Ireland.
-
D.
Keills
Keills is a small village on the Scottish island of Islay, known for its rural coastal setting within the Inner Hebrides.
-
E.
Muckanaght
Muckanaght is a mountain peak in the Twelve Bens range of Connemara, County Galway, Ireland, popular with hikers for its rugged terrain and scenic views.
- 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_69d889e1030481909950e140c63255b9 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e469e41bf08190963848f1597b6e9f |
completed | April 19, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01ddf34a448190a7afb05e61ce39eb |
completed | May 11, 2026, 1:47 p.m. |
| NEDg | Description generation | batch_6a01dfef61fc8190810d31c91195c205 |
completed | May 11, 2026, 1:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01e0a5f2188190b4a8604d197c6ac8 |
completed | May 11, 2026, 1:59 p.m. |
Created at: April 10, 2026, 5:51 a.m.